Overview

Dataset info

Number of variables135
Number of observations120439
Missing cells8709931 (53.6%)
Duplicate rows0 (0.0%)
Total size in memory124.0 MiB
Average record size in memory1.1 KiB

Variables types

Numeric44
Categorical69
Boolean12
Date0
URL0
Text (Unique)0
Rejected10
Unsupported0

Warnings

addnotes has a high cardinality: 14420 distinct values Warning
addnotes has 93176 (77.4%) missing values Missing
alternative has 101347 (84.1%) missing values Missing
alternative_txt has 101347 (84.1%) missing values Missing
approxdate has a high cardinality: 2220 distinct values Warning
approxdate has 111228 (92.4%) missing values Missing
attacktype2 has 114175 (94.8%) missing values Missing
attacktype2_txt has 114175 (94.8%) missing values Missing
attacktype3 has 120014 (> 99.9%) missing values Missing
attacktype3_txt has 120014 (> 99.9%) missing values Missing
city has a high cardinality: 28165 distinct values Warning
claim2 has 118569 (> 99.9%) missing values Missing
claim3 has 120129 (> 99.9%) missing values Missing
claimed has 6204 (5.2%) missing values Missing
claimmode has 101692 (84.4%) missing values Missing
claimmode2 has 119841 (> 99.9%) missing values Missing
claimmode2_txt has 119841 (> 99.9%) missing values Missing
claimmode3 has 120314 (> 99.9%) missing values Missing
claimmode3_txt has 120314 (> 99.9%) missing values Missing
claimmode_txt has 101692 (84.4%) missing values Missing
compclaim has 115653 (> 99.9%) missing values Missing
corp1 has a high cardinality: 23871 distinct values Warning
corp1 has 13165 (10.9%) missing values Missing
corp2 has a high cardinality: 2391 distinct values Warning
corp2 has 110738 (91.9%) missing values Missing
corp3 has a high cardinality: 377 distinct values Warning
corp3 has 119473 (> 99.9%) missing values Missing
country_txt has a high cardinality: 176 distinct values Warning
divert has a high cardinality: 52 distinct values Warning
divert has 120275 (> 99.9%) missing values Missing
gname has a high cardinality: 1786 distinct values Warning
gname2 has a high cardinality: 386 distinct values Warning
gname2 has 118566 (> 99.9%) missing values Missing
gname3 has a high cardinality: 112 distinct values Warning
gname3 has 120126 (> 99.9%) missing values Missing
gsubname has a high cardinality: 866 distinct values Warning
gsubname has 116970 (> 99.9%) missing values Missing
gsubname2 has a high cardinality: 60 distinct values Warning
gsubname2 has 120281 (> 99.9%) missing values Missing
gsubname3 has 120419 (> 99.9%) missing values Missing
guncertain2 has 118624 (> 99.9%) missing values Missing
guncertain3 has 120130 (> 99.9%) missing values Missing
hostkidoutcome has 110906 (92.1%) missing values Missing
hostkidoutcome_txt has 110906 (92.1%) missing values Missing
INT_IDEO is highly correlated with INT_ANY (ρ = 0.91075) Rejected
INT_LOG is highly correlated with INT_IDEO (ρ = 0.99728) Rejected
iyear is highly correlated with eventid (ρ = 0.99998) Rejected
kidhijcountry has a high cardinality: 84 distinct values Warning
kidhijcountry has 119726 (> 99.9%) missing values Missing
latitude has 1284 (< 0.1%) missing values Missing
location has a high cardinality: 43514 distinct values Warning
location has 65752 (54.6%) missing values Missing
longitude has 1284 (< 0.1%) missing values Missing
motive has a high cardinality: 14026 distinct values Warning
motive has 70924 (58.9%) missing values Missing
natlty1 has 1209 (< 0.1%) missing values Missing
natlty1_txt has a high cardinality: 196 distinct values Warning
natlty1_txt has 1209 (< 0.1%) missing values Missing
natlty2 has 110200 (91.5%) missing values Missing
natlty2_txt has a high cardinality: 144 distinct values Warning
natlty2_txt has 110200 (91.5%) missing values Missing
natlty3 has 119392 (> 99.9%) missing values Missing
natlty3_txt has a high cardinality: 96 distinct values Warning
natlty3_txt has 119392 (> 99.9%) missing values Missing
ndays has 113272 (94.0%) missing values Missing
nhostkid is highly skewed (γ1 = 31.799) Skewed
nhostkid has 110553 (91.8%) missing values Missing
nhostkidus has 9600 (8.0%) zeros Zeros
nhostkidus has 110608 (91.8%) missing values Missing
nhours has 117610 (> 99.9%) missing values Missing
nkill is highly skewed (γ1 = 55.359) Skewed
nkill has 55602 (46.2%) zeros Zeros
nkill has 4404 (< 0.1%) missing values Missing
nkillter is highly skewed (γ1 = 42.203) Skewed
nkillter has 98935 (82.1%) zeros Zeros
nkillter has 8820 (7.3%) missing values Missing
nkillus is highly skewed (γ1 = 234.32) Skewed
nkillus has 113414 (94.2%) zeros Zeros
nkillus has 6414 (5.3%) missing values Missing
nperpcap has 106081 (88.1%) zeros Zeros
nperpcap has 9568 (7.9%) missing values Missing
nperps is highly skewed (γ1 = 48.927) Skewed
nperps has 18477 (15.3%) missing values Missing
nreleased has 2284 (< 0.1%) zeros Zeros
nreleased has 111154 (92.3%) missing values Missing
nwound is highly skewed (γ1 = 167.74) Skewed
nwound has 61825 (51.3%) zeros Zeros
nwound has 8523 (7.1%) missing values Missing
nwoundte is highly skewed (γ1 = 49.896) Skewed
nwoundte has 107425 (89.2%) zeros Zeros
nwoundte has 10665 (8.9%) missing values Missing
nwoundus is highly skewed (γ1 = 111.95) Skewed
nwoundus has 113441 (94.2%) zeros Zeros
nwoundus has 6620 (5.5%) missing values Missing
propcomment has a high cardinality: 16615 distinct values Warning
propcomment has 65541 (54.4%) missing values Missing
propextent has 73506 (61.0%) missing values Missing
propextent_txt has 73506 (61.0%) missing values Missing
propvalue is highly skewed (γ1 = 142.13) Skewed
propvalue has 91477 (76.0%) missing values Missing
provstate has a high cardinality: 2357 distinct values Warning
ransom has 103945 (86.3%) missing values Missing
ransomamt has 119690 (> 99.9%) missing values Missing
ransomamtus has 119877 (> 99.9%) missing values Missing
ransomnote has a high cardinality: 383 distinct values Warning
ransomnote has 119931 (> 99.9%) missing values Missing
ransompaid is highly skewed (γ1 = 24.755) Skewed
ransompaid has 119802 (> 99.9%) missing values Missing
ransompaidus is highly skewed (γ1 = 21.016) Skewed
ransompaidus has 119891 (> 99.9%) missing values Missing
related has a high cardinality: 9499 distinct values Warning
related has 101474 (84.3%) missing values Missing
resolution has a high cardinality: 921 distinct values Warning
resolution has 119308 (> 99.9%) missing values Missing
scite1 has a high cardinality: 83334 distinct values Warning
scite1 has 6268 (5.2%) missing values Missing
scite2 has a high cardinality: 61598 distinct values Warning
scite2 has 44698 (37.1%) missing values Missing
scite3 has a high cardinality: 35693 distinct values Warning
scite3 has 77776 (64.6%) missing values Missing
summary has a high cardinality: 111199 distinct values Warning
summary has 6206 (5.2%) missing values Missing
target1 has a high cardinality: 52162 distinct values Warning
target2 has a high cardinality: 4546 distinct values Warning
target2 has 109994 (91.3%) missing values Missing
target3 has a high cardinality: 643 distinct values Warning
target3 has 119363 (> 99.9%) missing values Missing
targsubtype1 has 7600 (6.3%) missing values Missing
targsubtype1_txt has a high cardinality: 113 distinct values Warning
targsubtype1_txt has 7600 (6.3%) missing values Missing
targsubtype2 has 110243 (91.5%) missing values Missing
targsubtype2_txt has a high cardinality: 107 distinct values Warning
targsubtype2_txt has 110243 (91.5%) missing values Missing
targsubtype3 has 119419 (> 99.9%) missing values Missing
targsubtype3_txt has a high cardinality: 91 distinct values Warning
targsubtype3_txt has 119419 (> 99.9%) missing values Missing
targtype1 is highly correlated with targsubtype1 (ρ = 0.98007) Rejected
targtype2 is highly correlated with targsubtype2 (ρ = 0.97232) Rejected
targtype2_txt has 109951 (91.3%) missing values Missing
targtype3 is highly correlated with targsubtype3 (ρ = 0.97418) Rejected
targtype3_txt has 119364 (> 99.9%) missing values Missing
weapdetail has a high cardinality: 17019 distinct values Warning
weapdetail has 61850 (51.4%) missing values Missing
weapsubtype1 has 10733 (8.9%) missing values Missing
weapsubtype1_txt has 10733 (8.9%) missing values Missing
weapsubtype2 has 111664 (92.7%) missing values Missing
weapsubtype2_txt has 111664 (92.7%) missing values Missing
weapsubtype3 has 119098 (> 99.9%) missing values Missing
weapsubtype3_txt has 119098 (> 99.9%) missing values Missing
weapsubtype4 is highly correlated with targtype2 (ρ = 1) Rejected
weapsubtype4_txt has 120433 (> 99.9%) missing values Missing
weaptype2 is highly correlated with weapsubtype2 (ρ = 0.93707) Rejected
weaptype2_txt has 110642 (91.9%) missing values Missing
weaptype3 is highly correlated with weapsubtype3 (ρ = 0.97232) Rejected
weaptype3_txt has 118988 (> 99.9%) missing values Missing
weaptype4 is highly correlated with weapsubtype4 (ρ = 0.99355) Rejected
weaptype4_txt has 120434 (> 99.9%) missing values Missing

Variables

addnotes
Categorical

Distinct count14420
Unique (%)12.0%
Missing (%)77.4%
Missing (n)93176
Casualty numbers for this incident conflict across sources. Following GTD protocol, the majority reliable estimates are reported here.
 
1607
Casualty numbers for this incident conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here.
 
1559
Casualty numbers for this incident conflict across sources. Following GTD protocol, the most recent reliable estimates are reported here.
 
567
Other values (14416)
23530
(Missing)
93176
ValueCountFrequency (%) 
Casualty numbers for this incident conflict across sources. Following GTD protocol, the majority reliable estimates are reported here. 1607 < 0.1%
 
Casualty numbers for this incident conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here. 1559 < 0.1%
 
Casualty numbers for this incident conflict across sources. Following GTD protocol, the most recent reliable estimates are reported here. 567 < 0.1%
 
Casualty numbers conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here. 525 < 0.1%
 
Casualty numbers conflict across sources. Following GTD protocol, the majority reliable estimates are reported here. 456 < 0.1%
 
Casualty numbers for this incident conflict across sources. Following GTD protocol, the most reliable estimates are reported here. 451 < 0.1%
 
Casualty numbers for this attack conflict across sources. Following GTD protocol, the lowest reliable estimates are reported here. 331 < 0.1%
 
Casualty numbers for this attack conflict across sources. Following GTD protocol, the majority reliable estimates are reported here. 327 < 0.1%
 
Casualty numbers for this attack conflict across sources. Following GTD protocol, the majority estimates are reported here. 290 < 0.1%
 
This incident is part of a set of coordinated attacks in which both military and non-military entities were targeted. 251 < 0.1%
 
Other values (14409) 20899 17.4%
 
(Missing) 93176 77.4%
 
Max length2043
Mean length41.321
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

alternative
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)84.1%
Missing (n)101347
Infinite (%)0.0%
Infinite (n)0
Mean1.3363
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median1
Q31
95-th percentile3
Maximum5
Range4
Interquartile range0

Descriptive statistics

Standard deviation0.77551
Coef of variation0.58033
Kurtosis8.5916
Mean1.3363
MAD0.52858
Skewness2.8483
Sum25513
Variance0.60141
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
1 15003 12.5%
 
2 2715 < 0.1%
 
3 736 < 0.1%
 
5 320 < 0.1%
 
4 318 < 0.1%
 
(Missing) 101347 84.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 15003 12.5%
 
2 2715 < 0.1%
 
3 736 < 0.1%
 
4 318 < 0.1%
 
5 320 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 320 < 0.1%
 
4 318 < 0.1%
 
3 736 < 0.1%
 
2 2715 < 0.1%
 
1 15003 12.5%
 

alternative_txt
Categorical

Distinct count6
Unique (%)< 0.1%
Missing (%)84.1%
Missing (n)101347
Insurgency/Guerilla Action
 
15003
Other Crime Type
 
2715
Intra/Inter-group Conflict
 
736
Other values (2)
 
638
(Missing)
101347
ValueCountFrequency (%) 
Insurgency/Guerilla Action 15003 12.5%
 
Other Crime Type 2715 < 0.1%
 
Intra/Inter-group Conflict 736 < 0.1%
 
State Actors 320 < 0.1%
 
Lack of Intentionality 318 < 0.1%
 
(Missing) 101347 84.1%
 
Max length26
Mean length6.3728
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

approxdate
Categorical

Distinct count2220
Unique (%)< 0.1%
Missing (%)92.4%
Missing (n)111228
September 18-24, 2016
 
101
2016-12-01 00:00:00
 
85
2016-05-29 00:00:00
 
57
Other values (2216)
 
8968
(Missing)
111228
ValueCountFrequency (%) 
September 18-24, 2016 101 < 0.1%
 
2016-12-01 00:00:00 85 < 0.1%
 
2016-05-29 00:00:00 57 < 0.1%
 
2016-07-22 00:00:00 48 < 0.1%
 
2016-08-08 00:00:00 42 < 0.1%
 
2016-06-05 00:00:00 41 < 0.1%
 
2017-04-21 00:00:00 38 < 0.1%
 
2016-10-23 00:00:00 32 < 0.1%
 
2016-03-22 00:00:00 28 < 0.1%
 
July 1-14, 2014 27 < 0.1%
 
Other values (2209) 8712 7.2%
 
(Missing) 111228 92.4%
 
Max length46
Mean length4.2091
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

attacktype1
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.3558
Minimum1
Maximum9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
Median3
Q33
95-th percentile7
Maximum9
Range8
Interquartile range1

Descriptive statistics

Standard deviation1.8951
Coef of variation0.56472
Kurtosis1.8761
Mean3.3558
MAD1.3208
Skewness1.5969
Sum4.0417e+05
Variance3.5914
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
3 62397 51.8%
 
2 28512 23.7%
 
6 8640 7.2%
 
1 7930 6.6%
 
7 6198 5.1%
 
9 5306 < 0.1%
 
8 708 < 0.1%
 
5 386 < 0.1%
 
4 362 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 7930 6.6%
 
2 28512 23.7%
 
3 62397 51.8%
 
4 362 < 0.1%
 
5 386 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9 5306 < 0.1%
 
8 708 < 0.1%
 
7 6198 5.1%
 
6 8640 7.2%
 
5 386 < 0.1%
 

attacktype1_txt
Categorical

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Bombing/Explosion
62397
Armed Assault
28512
Hostage Taking (Kidnapping)
 
8640
Other values (6)
20890
ValueCountFrequency (%) 
Bombing/Explosion 62397 51.8%
 
Armed Assault 28512 23.7%
 
Hostage Taking (Kidnapping) 8640 7.2%
 
Assassination 7930 6.6%
 
Facility/Infrastructure Attack 6198 5.1%
 
Unknown 5306 < 0.1%
 
Unarmed Assault 708 < 0.1%
 
Hostage Taking (Barricade Incident) 386 < 0.1%
 
Hijacking 362 < 0.1%
 
Max length35
Mean length16.757
Min length7
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

attacktype2
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)94.8%
Missing (n)114175
Infinite (%)0.0%
Infinite (n)0
Mean3.7155
Minimum1
Maximum9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q12
Median2
Q37
95-th percentile7
Maximum9
Range8
Interquartile range5

Descriptive statistics

Standard deviation2.2709
Coef of variation0.6112
Kurtosis-1.4745
Mean3.7155
MAD2.1233
Skewness0.62445
Sum23274
Variance5.1571
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
2 3412 < 0.1%
 
7 1633 < 0.1%
 
3 499 < 0.1%
 
6 478 < 0.1%
 
1 162 < 0.1%
 
5 37 < 0.1%
 
8 30 < 0.1%
 
4 10 < 0.1%
 
9 3 < 0.1%
 
(Missing) 114175 94.8%
 

Minimum 5 values

ValueCountFrequency (%) 
1 162 < 0.1%
 
2 3412 < 0.1%
 
3 499 < 0.1%
 
4 10 < 0.1%
 
5 37 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9 3 < 0.1%
 
8 30 < 0.1%
 
7 1633 < 0.1%
 
6 478 < 0.1%
 
5 37 < 0.1%
 

attacktype2_txt
Categorical

Distinct count10
Unique (%)< 0.1%
Missing (%)94.8%
Missing (n)114175
Armed Assault
 
3412
Facility/Infrastructure Attack
 
1633
Bombing/Explosion
 
499
Other values (6)
 
720
(Missing)
114175
ValueCountFrequency (%) 
Armed Assault 3412 < 0.1%
 
Facility/Infrastructure Attack 1633 < 0.1%
 
Bombing/Explosion 499 < 0.1%
 
Hostage Taking (Kidnapping) 478 < 0.1%
 
Assassination 162 < 0.1%
 
Hostage Taking (Barricade Incident) 37 < 0.1%
 
Unarmed Assault 30 < 0.1%
 
Hijacking 10 < 0.1%
 
Unknown 3 < 0.1%
 
(Missing) 114175 94.8%
 
Max length35
Mean length3.8295
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

attacktype3
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120014
Infinite (%)0.0%
Infinite (n)0
Mean5.2518
Minimum1
Maximum8
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q12
Median7
Q37
95-th percentile7
Maximum8
Range7
Interquartile range5

Descriptive statistics

Standard deviation2.2466
Coef of variation0.42778
Kurtosis-1.4135
Mean5.2518
MAD2.0753
Skewness-0.68798
Sum2232
Variance5.0473
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
7 228 < 0.1%
 
2 118 < 0.1%
 
6 53 < 0.1%
 
3 16 < 0.1%
 
1 4 < 0.1%
 
4 3 < 0.1%
 
5 2 < 0.1%
 
8 1 < 0.1%
 
(Missing) 120014 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 4 < 0.1%
 
2 118 < 0.1%
 
3 16 < 0.1%
 
4 3 < 0.1%
 
5 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8 1 < 0.1%
 
7 228 < 0.1%
 
6 53 < 0.1%
 
5 2 < 0.1%
 
4 3 < 0.1%
 

attacktype3_txt
Categorical

Distinct count9
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120014
Facility/Infrastructure Attack
 
228
Armed Assault
 
118
Hostage Taking (Kidnapping)
 
53
Other values (5)
 
26
(Missing)
120014
ValueCountFrequency (%) 
Facility/Infrastructure Attack 228 < 0.1%
 
Armed Assault 118 < 0.1%
 
Hostage Taking (Kidnapping) 53 < 0.1%
 
Bombing/Explosion 16 < 0.1%
 
Assassination 4 < 0.1%
 
Hijacking 3 < 0.1%
 
Hostage Taking (Barricade Incident) 2 < 0.1%
 
Unarmed Assault 1 < 0.1%
 
(Missing) 120014 > 99.9%
 
Max length35
Mean length3.0744
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

city
Categorical

Distinct count28165
Unique (%)23.4%
Missing (%)< 0.1%
Missing (n)434
Baghdad
 
7551
Unknown
 
5820
Mosul
 
2262
Other values (28161)
104372
ValueCountFrequency (%) 
Baghdad 7551 6.3%
 
Unknown 5820 < 0.1%
 
Mosul 2262 < 0.1%
 
Karachi 1784 < 0.1%
 
Mogadishu 1503 < 0.1%
 
Kirkuk 921 < 0.1%
 
Benghazi 839 < 0.1%
 
Quetta 788 < 0.1%
 
Baqubah 745 < 0.1%
 
Peshawar 731 < 0.1%
 
Other values (28154) 97061 80.6%
 
Max length65
Mean length8.5183
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

claim2
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)118569
0
 
1260
1
 
594
-9
 
16
(Missing)
118569
ValueCountFrequency (%) 
0 1260 < 0.1%
 
1 594 < 0.1%
 
-9 16 < 0.1%
 
(Missing) 118569 > 99.9%
 
Max length4
Mean length3.0001
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

claim3
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120129
0
 
187
1
 
123
(Missing)
120129
ValueCountFrequency (%) 
0 187 < 0.1%
 
1 123 < 0.1%
 
(Missing) 120129 > 99.9%
 

claimed
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)5.2%
Missing (n)6204
0
94128
1
 
18673
-9
 
1434
(Missing)
 
6204
ValueCountFrequency (%) 
0 94128 78.2%
 
1 18673 15.5%
 
-9 1434 < 0.1%
 
(Missing) 6204 5.2%
 
Max length4
Mean length3.0119
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

claimmode
Numeric

Distinct count11
Unique (%)< 0.1%
Missing (%)84.4%
Missing (n)101692
Infinite (%)0.0%
Infinite (n)0
Mean7.0686
Minimum1
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q17
Median8
Q38
95-th percentile10
Maximum10
Range9
Interquartile range1

Descriptive statistics

Standard deviation2.4396
Coef of variation0.34513
Kurtosis-0.07021
Mean7.0686
MAD1.8368
Skewness-0.83295
Sum1.3252e+05
Variance5.9514
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
8 5189 < 0.1%
 
7 4506 < 0.1%
 
10 3948 < 0.1%
 
2 1699 < 0.1%
 
5 1120 < 0.1%
 
4 1076 < 0.1%
 
9 420 < 0.1%
 
6 354 < 0.1%
 
1 265 < 0.1%
 
3 170 < 0.1%
 
(Missing) 101692 84.4%
 

Minimum 5 values

ValueCountFrequency (%) 
1 265 < 0.1%
 
2 1699 < 0.1%
 
3 170 < 0.1%
 
4 1076 < 0.1%
 
5 1120 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10 3948 < 0.1%
 
9 420 < 0.1%
 
8 5189 < 0.1%
 
7 4506 < 0.1%
 
6 354 < 0.1%
 

claimmode2
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119841
Infinite (%)0.0%
Infinite (n)0
Mean7.2241
Minimum1
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q16
Median7
Q310
95-th percentile10
Maximum10
Range9
Interquartile range4

Descriptive statistics

Standard deviation2.7369
Coef of variation0.37886
Kurtosis-0.46954
Mean7.2241
MAD2.1632
Skewness-0.76968
Sum4320
Variance7.4907
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
10 206 < 0.1%
 
7 153 < 0.1%
 
8 76 < 0.1%
 
2 61 < 0.1%
 
4 49 < 0.1%
 
6 18 < 0.1%
 
1 14 < 0.1%
 
5 12 < 0.1%
 
9 9 < 0.1%
 
(Missing) 119841 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 14 < 0.1%
 
2 61 < 0.1%
 
4 49 < 0.1%
 
5 12 < 0.1%
 
6 18 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10 206 < 0.1%
 
9 9 < 0.1%
 
8 76 < 0.1%
 
7 153 < 0.1%
 
6 18 < 0.1%
 

claimmode2_txt
Categorical

Distinct count10
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119841
Unknown
 
206
Posted to website, blog, etc.
 
153
Personal claim
 
76
Other values (6)
 
163
(Missing)
119841
ValueCountFrequency (%) 
Unknown 206 < 0.1%
 
Posted to website, blog, etc. 153 < 0.1%
 
Personal claim 76 < 0.1%
 
Call (post-incident) 61 < 0.1%
 
E-mail 49 < 0.1%
 
Video 18 < 0.1%
 
Letter 14 < 0.1%
 
Note left at scene 12 < 0.1%
 
Other 9 < 0.1%
 
(Missing) 119841 > 99.9%
 
Max length29
Mean length3.0589
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

claimmode3
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120314
Infinite (%)0.0%
Infinite (n)0
Mean6.648
Minimum1
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q14
Median7
Q310
95-th percentile10
Maximum10
Range9
Interquartile range6

Descriptive statistics

Standard deviation2.9051
Coef of variation0.43699
Kurtosis-1.0773
Mean6.648
MAD2.4411
Skewness-0.49386
Sum831
Variance8.4396
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
10 32 < 0.1%
 
7 27 < 0.1%
 
8 23 < 0.1%
 
2 21 < 0.1%
 
4 16 < 0.1%
 
6 2 < 0.1%
 
1 2 < 0.1%
 
9 2 < 0.1%
 
(Missing) 120314 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 2 < 0.1%
 
2 21 < 0.1%
 
4 16 < 0.1%
 
6 2 < 0.1%
 
7 27 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10 32 < 0.1%
 
9 2 < 0.1%
 
8 23 < 0.1%
 
7 27 < 0.1%
 
6 2 < 0.1%
 

claimmode3_txt
Categorical

Distinct count9
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120314
Unknown
 
32
Posted to website, blog, etc.
 
27
Personal claim
 
23
Other values (5)
 
43
(Missing)
120314
ValueCountFrequency (%) 
Unknown 32 < 0.1%
 
Posted to website, blog, etc. 27 < 0.1%
 
Personal claim 23 < 0.1%
 
Call (post-incident) 21 < 0.1%
 
E-mail 16 < 0.1%
 
Video 2 < 0.1%
 
Other 2 < 0.1%
 
Letter 2 < 0.1%
 
(Missing) 120314 > 99.9%
 
Max length29
Mean length3.0125
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

claimmode_txt
Categorical

Distinct count11
Unique (%)< 0.1%
Missing (%)84.4%
Missing (n)101692
Personal claim
 
5189
Posted to website, blog, etc.
 
4506
Unknown
 
3948
Other values (7)
 
5104
(Missing)
101692
ValueCountFrequency (%) 
Personal claim 5189 < 0.1%
 
Posted to website, blog, etc. 4506 < 0.1%
 
Unknown 3948 < 0.1%
 
Call (post-incident) 1699 < 0.1%
 
Note left at scene 1120 < 0.1%
 
E-mail 1076 < 0.1%
 
Other 420 < 0.1%
 
Video 354 < 0.1%
 
Letter 265 < 0.1%
 
Call (pre-incident) 170 < 0.1%
 
(Missing) 101692 84.4%
 
Max length29
Mean length5.0259
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

compclaim
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)115653
-9
 
3434
0
 
923
1
 
429
(Missing)
115653
ValueCountFrequency (%) 
-9 3434 < 0.1%
 
0 923 < 0.1%
 
1 429 < 0.1%
 
(Missing) 115653 > 99.9%
 
Max length4
Mean length3.0285
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

corp1
Categorical

Distinct count23871
Unique (%)19.8%
Missing (%)10.9%
Missing (n)13165
Unknown
15882
Not Applicable
 
12787
Iraqi Police Service (IPS)
 
3286
Other values (23867)
75319
(Missing)
 
13165
ValueCountFrequency (%) 
Unknown 15882 13.2%
 
Not Applicable 12787 10.6%
 
Iraqi Police Service (IPS) 3286 < 0.1%
 
Civilians 2781 < 0.1%
 
Afghan Police 2188 < 0.1%
 
Iraqi Army 1348 < 0.1%
 
Iraqi Armed Forces 1185 < 0.1%
 
Pakistani Police 1101 < 0.1%
 
Afghan National Army (ANA) 828 < 0.1%
 
North Atlantic Treaty Organization (NATO): International Security Assistance Force (ISAF) 808 < 0.1%
 
Other values (23860) 65080 54.0%
 
(Missing) 13165 10.9%
 
Max length182
Mean length17.524
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

corp2
Categorical

Distinct count2391
Unique (%)< 0.1%
Missing (%)91.9%
Missing (n)110738
Not Applicable
 
3289
Unknown
 
852
Civilians
 
700
Other values (2387)
 
4860
(Missing)
110738
ValueCountFrequency (%) 
Not Applicable 3289 < 0.1%
 
Unknown 852 < 0.1%
 
Civilians 700 < 0.1%
 
Iraqi Volunteer Forces 181 < 0.1%
 
Somali National Army (SNA) 119 < 0.1%
 
Afghan Police 103 < 0.1%
 
Iraqi Armed Forces 86 < 0.1%
 
Iraqi Police Service (IPS) 86 < 0.1%
 
Civilian 80 < 0.1%
 
Somali Armed Forces (SAF) 67 < 0.1%
 
Other values (2380) 4138 < 0.1%
 
(Missing) 110738 91.9%
 
Max length99
Mean length4.1227
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

corp3
Categorical

Distinct count377
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119473
Not Applicable
 
312
Unknown
 
84
Civilians
 
75
Other values (373)
 
495
(Missing)
119473
ValueCountFrequency (%) 
Not Applicable 312 < 0.1%
 
Unknown 84 < 0.1%
 
Civilians 75 < 0.1%
 
Christian Religious Denomination 25 < 0.1%
 
Afghan Police 11 < 0.1%
 
Civilian 10 < 0.1%
 
Iraqi Volunteer Forces 7 < 0.1%
 
Etisalat 6 < 0.1%
 
Sahwa Council 6 < 0.1%
 
National Directorate of Security (NDS) 5 < 0.1%
 
Other values (366) 425 < 0.1%
 
(Missing) 119473 > 99.9%
 
Max length78
Mean length3.1079
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

country
Numeric

Distinct count176
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean122.79
Minimum4
Maximum1004
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile4
Q192
Median95
Q3160
95-th percentile228
Maximum1004
Range1000
Interquartile range68

Descriptive statistics

Standard deviation97.188
Coef of variation0.7915
Kurtosis28.553
Mean122.79
MAD61.872
Skewness3.8886
Sum1.4789e+07
Variance9445.5
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
95 24527 20.4%
 
153 13013 10.8%
 
4 12622 10.5%
 
92 9497 7.9%
 
160 5087 < 0.1%
 
182 4013 < 0.1%
 
147 3877 < 0.1%
 
205 3670 < 0.1%
 
45 3320 < 0.1%
 
228 3291 < 0.1%
 
Other values (166) 37522 31.2%
 

Minimum 5 values

ValueCountFrequency (%) 
4 12622 10.5%
 
5 72 < 0.1%
 
6 2080 < 0.1%
 
8 144 < 0.1%
 
11 55 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1004 225 < 0.1%
 
1003 196 < 0.1%
 
1002 5 < 0.1%
 
1001 12 < 0.1%
 
604 18 < 0.1%
 

country_txt
Categorical

Distinct count176
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Iraq
24527
Pakistan
 
13013
Afghanistan
 
12622
Other values (173)
70277
ValueCountFrequency (%) 
Iraq 24527 20.4%
 
Pakistan 13013 10.8%
 
Afghanistan 12622 10.5%
 
India 9497 7.9%
 
Philippines 5087 < 0.1%
 
Somalia 4013 < 0.1%
 
Nigeria 3877 < 0.1%
 
Thailand 3670 < 0.1%
 
Colombia 3320 < 0.1%
 
Yemen 3291 < 0.1%
 
Other values (166) 37522 31.2%
 
Max length32
Mean length7.3166
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

crit1
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
119090
0
 
1349
ValueCountFrequency (%) 
1 119090 > 99.9%
 
0 1349 < 0.1%
 

crit2
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
119795
0
 
644
ValueCountFrequency (%) 
1 119795 > 99.9%
 
0 644 < 0.1%
 

crit3
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
106262
0
 
14177
ValueCountFrequency (%) 
1 106262 88.2%
 
0 14177 11.8%
 

dbsource
Categorical

Distinct count18
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
START Primary Collection
78002
ISVG
17207
CETIS
16163
Other values (15)
 
9067
ValueCountFrequency (%) 
START Primary Collection 78002 64.8%
 
ISVG 17207 14.3%
 
CETIS 16163 13.4%
 
PGIS 6187 5.1%
 
UMD Schmid 2012 1165 < 0.1%
 
UMD Algeria 2010-2012 847 < 0.1%
 
UMD Sri Lanka 2011 376 < 0.1%
 
UMD Miscellaneous 158 < 0.1%
 
UMD JTMM Nepal 2012 104 < 0.1%
 
Eco Project 2010 102 < 0.1%
 
Other values (8) 128 < 0.1%
 
Max length40
Mean length17.418
Min length4
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

divert
Categorical

Distinct count52
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120275
Unknown
 
27
Afghanistan
 
11
South Sudan
 
11
Other values (48)
 
115
(Missing)
120275
ValueCountFrequency (%) 
Unknown 27 < 0.1%
 
Afghanistan 11 < 0.1%
 
South Sudan 11 < 0.1%
 
Iraq 9 < 0.1%
 
Bangladesh 8 < 0.1%
 
Mali 7 < 0.1%
 
Philippines 7 < 0.1%
 
Pakistan 6 < 0.1%
 
Nepal 5 < 0.1%
 
Somalia 5 < 0.1%
 
Other values (41) 68 < 0.1%
 
(Missing) 120275 > 99.9%
 
Max length24
Mean length3.007
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

doubtterr
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)1
0
99157
1
 
19086
-9
 
2195
(Missing)
 
1
ValueCountFrequency (%) 
0 99157 82.3%
 
1 19086 15.8%
 
-9 2195 < 0.1%
 
(Missing) 1 < 0.1%
 
Max length4
Mean length3.0182
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

eventid
Numeric

Distinct count120439
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.0112e+11
Minimum1.996e+11
Maximum2.0171e+11
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1.996e+11
5-th percentile1.9971e+11
Q12.009e+11
Median2.0131e+11
Q32.0151e+11
95-th percentile2.0171e+11
Maximum2.0171e+11
Range2.1113e+09
Interquartile range6.0402e+08

Descriptive statistics

Standard deviation5.5928e+08
Coef of variation0.0027808
Kurtosis0.79184
Mean2.0112e+11
MAD4.3784e+08
Skewness-1.2992
Sum2.4223e+16
Variance3.1279e+17
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
2.0171e+11 1 < 0.1%
 
2.017e+11 1 < 0.1%
 
2.0011e+11 1 < 0.1%
 
1.9981e+11 1 < 0.1%
 
2.0131e+11 1 < 0.1%
 
2.0141e+11 1 < 0.1%
 
2.0101e+11 1 < 0.1%
 
2.0091e+11 1 < 0.1%
 
2.0161e+11 1 < 0.1%
 
2.0131e+11 1 < 0.1%
 
Other values (120429) 120429 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1.996e+11 1 < 0.1%
 
1.996e+11 1 < 0.1%
 
1.996e+11 1 < 0.1%
 
1.996e+11 1 < 0.1%
 
1.996e+11 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.0171e+11 1 < 0.1%
 
2.0171e+11 1 < 0.1%
 
2.0171e+11 1 < 0.1%
 
2.0171e+11 1 < 0.1%
 
2.0171e+11 1 < 0.1%
 

extended
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
113288
1
 
7151
ValueCountFrequency (%) 
0 113288 94.1%
 
1 7151 5.9%
 

gname
Categorical

Distinct count1786
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Unknown
63052
Taliban
 
7474
Islamic State of Iraq and the Levant (ISIL)
 
5613
Other values (1783)
44300
ValueCountFrequency (%) 
Unknown 63052 52.4%
 
Taliban 7474 6.2%
 
Islamic State of Iraq and the Levant (ISIL) 5613 < 0.1%
 
Al-Shabaab 3288 < 0.1%
 
Boko Haram 2418 < 0.1%
 
Communist Party of India - Maoist (CPI-Maoist) 1878 < 0.1%
 
New People's Army (NPA) 1806 < 0.1%
 
Maoists 1619 < 0.1%
 
Revolutionary Armed Forces of Colombia (FARC) 1553 < 0.1%
 
Tehrik-i-Taliban Pakistan (TTP) 1351 < 0.1%
 
Other values (1776) 30387 25.2%
 
Max length98
Mean length15.855
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

gname2
Categorical

Distinct count386
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)118566
Al-Nusrah Front
 
56
Khorasan Chapter of the Islamic State
 
53
Badr Brigades
 
52
Other values (382)
 
1712
(Missing)
118566
ValueCountFrequency (%) 
Al-Nusrah Front 56 < 0.1%
 
Khorasan Chapter of the Islamic State 53 < 0.1%
 
Badr Brigades 52 < 0.1%
 
Islamic State of Iraq and the Levant (ISIL) 47 < 0.1%
 
National Liberation Army of Colombia (ELN) 45 < 0.1%
 
Tehrik-i-Taliban Pakistan (TTP) 44 < 0.1%
 
Lashkar-e-Taiba (LeT) 42 < 0.1%
 
Taliban 42 < 0.1%
 
Lashkar-e-Jhangvi 40 < 0.1%
 
Palestinian Islamic Jihad (PIJ) 37 < 0.1%
 
Other values (375) 1415 < 0.1%
 
(Missing) 118566 > 99.9%
 
Max length100
Mean length3.375
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

gname3
Categorical

Distinct count112
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120126
Free Syrian Army
 
19
Jaish-e-Mohammad (JeM)
 
18
Islamic State of Iraq and the Levant (ISIL)
 
16
Other values (108)
 
260
(Missing)
120126
ValueCountFrequency (%) 
Free Syrian Army 19 < 0.1%
 
Jaish-e-Mohammad (JeM) 18 < 0.1%
 
Islamic State of Iraq and the Levant (ISIL) 16 < 0.1%
 
National Democratic Alliance Army (NDAA-ESSA) 15 < 0.1%
 
Lashkar-e-Taiba (LeT) 13 < 0.1%
 
Ahrar al-Sham 12 < 0.1%
 
Al-Nusrah Front 11 < 0.1%
 
Abu Sayyaf Group (ASG) 9 < 0.1%
 
Jaysh al-Islam (Syria) 8 < 0.1%
 
Maoist Communist Central of Nepal (MCCN) 8 < 0.1%
 
Other values (101) 184 < 0.1%
 
(Missing) 120126 > 99.9%
 
Max length55
Mean length3.0592
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

gsubname
Categorical

Distinct count866
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)116970
Jamaat-ul-Ahrar
 
119
Nineveh Province of the Islamic State
 
102
Rebels
 
96
Other values (862)
 
3152
(Missing)
116970
ValueCountFrequency (%) 
Jamaat-ul-Ahrar 119 < 0.1%
 
Nineveh Province of the Islamic State 102 < 0.1%
 
Rebels 96 < 0.1%
 
Baghdad Province of the Islamic State 92 < 0.1%
 
Diyala Province of the Islamic State 68 < 0.1%
 
Al Anbar Province of the Islamic State 59 < 0.1%
 
Activists 57 < 0.1%
 
Militants 51 < 0.1%
 
Songbijit Faction 47 < 0.1%
 
Ezzedine al-Qassam Brigades 44 < 0.1%
 
Other values (855) 2734 < 0.1%
 
(Missing) 116970 > 99.9%
 
Max length119
Mean length3.625
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

gsubname2
Categorical

Distinct count60
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120281
The Family
 
19
Jamaat-ul-Ahrar
 
13
Intifadat Ahrar al-Iraq
 
10
Other values (56)
 
116
(Missing)
120281
ValueCountFrequency (%) 
The Family 19 < 0.1%
 
Jamaat-ul-Ahrar 13 < 0.1%
 
Intifadat Ahrar al-Iraq 10 < 0.1%
 
al-Quds Brigades 10 < 0.1%
 
Forces for the Defense of Democracy (FDD) 9 < 0.1%
 
Ezzedine al-Qassam Brigades 8 < 0.1%
 
Fidayeen 8 < 0.1%
 
Al-Nusrah Front in Lebanon 7 < 0.1%
 
Al-Alami 5 < 0.1%
 
Suqour al-Sham 4 < 0.1%
 
Other values (49) 65 < 0.1%
 
(Missing) 120281 > 99.9%
 
Max length58
Mean length3.0218
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

gsubname3
Categorical

Distinct count15
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120419
Jaysh al-Nukhba; Al-Izzah
 
5
Ezzedine al-Qassam Brigades
 
2
Al-Rahman Corps
 
2
Other values (11)
 
11
(Missing)
120419
ValueCountFrequency (%) 
Jaysh al-Nukhba; Al-Izzah 5 < 0.1%
 
Ezzedine al-Qassam Brigades 2 < 0.1%
 
Al-Rahman Corps 2 < 0.1%
 
Jihad Jibril 1 < 0.1%
 
Commander Ibn al-Khattab 1 < 0.1%
 
Al-Alami 1 < 0.1%
 
Ahrar al-Sham 1 < 0.1%
 
Jaish al-Muhajireen wal-Ansar (Muhajireen Army) 1 < 0.1%
 
Paresh Barua 1 < 0.1%
 
The Fastaqim Kama Umirta Gathering 1 < 0.1%
 
Other values (4) 4 < 0.1%
 
(Missing) 120419 > 99.9%
 
Max length47
Mean length3.0033
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

guncertain1
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)380
0
108124
1
 
11935
(Missing)
 
380
ValueCountFrequency (%) 
0 108124 89.8%
 
1 11935 9.9%
 
(Missing) 380 < 0.1%
 

guncertain2
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)118624
0
 
1322
1
 
493
(Missing)
118624
ValueCountFrequency (%) 
0 1322 < 0.1%
 
1 493 < 0.1%
 
(Missing) 118624 > 99.9%
 

guncertain3
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120130
0
 
248
1
 
61
(Missing)
120130
ValueCountFrequency (%) 
0 248 < 0.1%
 
1 61 < 0.1%
 
(Missing) 120130 > 99.9%
 

hostkidoutcome
Numeric

Distinct count8
Unique (%)< 0.1%
Missing (%)92.1%
Missing (n)110906
Infinite (%)0.0%
Infinite (n)0
Mean4.8637
Minimum1
Maximum7
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q13
Median5
Q37
95-th percentile7
Maximum7
Range6
Interquartile range4

Descriptive statistics

Standard deviation2.0125
Coef of variation0.41378
Kurtosis-1.4839
Mean4.8637
MAD1.8334
Skewness-0.27662
Sum46366
Variance4.0501
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
7 3530 < 0.1%
 
2 2304 < 0.1%
 
4 2128 < 0.1%
 
6 1003 < 0.1%
 
5 426 < 0.1%
 
3 123 < 0.1%
 
1 19 < 0.1%
 
(Missing) 110906 92.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 19 < 0.1%
 
2 2304 < 0.1%
 
3 123 < 0.1%
 
4 2128 < 0.1%
 
5 426 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7 3530 < 0.1%
 
6 1003 < 0.1%
 
5 426 < 0.1%
 
4 2128 < 0.1%
 
3 123 < 0.1%
 

hostkidoutcome_txt
Categorical

Distinct count8
Unique (%)< 0.1%
Missing (%)92.1%
Missing (n)110906
Unknown
 
3530
Hostage(s) released by perpetrators
 
2304
Hostage(s) killed (not during rescue attempt)
 
2128
Other values (4)
 
1571
(Missing)
110906
ValueCountFrequency (%) 
Unknown 3530 < 0.1%
 
Hostage(s) released by perpetrators 2304 < 0.1%
 
Hostage(s) killed (not during rescue attempt) 2128 < 0.1%
 
Combination 1003 < 0.1%
 
Successful Rescue 426 < 0.1%
 
Hostage(s) escaped (not during rescue attempt) 123 < 0.1%
 
Attempted Rescue 19 < 0.1%
 
(Missing) 110906 92.1%
 
Max length46
Mean length4.6336
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

iday
Numeric

Distinct count32
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean15.563
Minimum0
Maximum31
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q18
Median15
Q323
95-th percentile29
Maximum31
Range31
Interquartile range15

Descriptive statistics

Standard deviation8.8187
Coef of variation0.56663
Kurtosis-1.1926
Mean15.563
MAD7.6322
Skewness0.022427
Sum1.8744e+06
Variance77.77
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
15 4184 < 0.1%
 
3 4106 < 0.1%
 
9 4049 < 0.1%
 
1 4042 < 0.1%
 
4 4041 < 0.1%
 
14 4032 < 0.1%
 
11 4023 < 0.1%
 
2 4021 < 0.1%
 
27 4015 < 0.1%
 
8 4009 < 0.1%
 
Other values (22) 79917 66.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 306 < 0.1%
 
1 4042 < 0.1%
 
2 4021 < 0.1%
 
3 4106 < 0.1%
 
4 4041 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
31 2149 < 0.1%
 
30 3443 < 0.1%
 
29 3697 < 0.1%
 
28 3978 < 0.1%
 
27 4015 < 0.1%
 

imonth
Numeric

Distinct count12
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.4732
Minimum1
Maximum12
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q14
Median6
Q39
95-th percentile12
Maximum12
Range11
Interquartile range5

Descriptive statistics

Standard deviation3.3849
Coef of variation0.52291
Kurtosis-1.1634
Mean6.4732
MAD2.9201
Skewness0.0027721
Sum7.7963e+05
Variance11.458
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
5 11109 9.2%
 
7 11031 9.2%
 
8 10748 8.9%
 
6 10296 8.5%
 
11 10159 8.4%
 
4 10137 8.4%
 
10 10068 8.4%
 
1 9995 8.3%
 
3 9713 8.1%
 
2 9187 7.6%
 
Other values (2) 17996 14.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 9995 8.3%
 
2 9187 7.6%
 
3 9713 8.1%
 
4 10137 8.4%
 
5 11109 9.2%
 

Maximum 5 values

ValueCountFrequency (%) 
12 8886 7.4%
 
11 10159 8.4%
 
10 10068 8.4%
 
9 9110 7.6%
 
8 10748 8.9%
 

individual
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
119986
1
 
453
ValueCountFrequency (%) 
0 119986 > 99.9%
 
1 453 < 0.1%
 

INT_ANY
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
-9
63706
0
34960
1
21773
ValueCountFrequency (%) 
-9 63706 52.9%
 
0 34960 29.0%
 
1 21773 18.1%
 
Max length2
Mean length1.5289
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

INT_IDEO
Highly correlated

This variable is highly correlated with INT_ANY and should be ignored for analysis

Correlation0.91075

INT_LOG
Highly correlated

This variable is highly correlated with INT_IDEO and should be ignored for analysis

Correlation0.99728

INT_MISC
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
110898
1
 
9385
-9
 
156
ValueCountFrequency (%) 
0 110898 92.1%
 
1 9385 7.8%
 
-9 156 < 0.1%
 
Max length2
Mean length1.0013
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

ishostkid
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)3
0
110233
1
 
9886
-9
 
317
(Missing)
 
3
ValueCountFrequency (%) 
0 110233 91.5%
 
1 9886 8.2%
 
-9 317 < 0.1%
 
(Missing) 3 < 0.1%
 
Max length4
Mean length3.0026
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

iyear
Highly correlated

This variable is highly correlated with eventid and should be ignored for analysis

Correlation0.99998

kidhijcountry
Categorical

Distinct count84
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119726
Colombia
 
174
Unknown
 
88
Russia
 
39
Other values (80)
 
412
(Missing)
119726
ValueCountFrequency (%) 
Colombia 174 < 0.1%
 
Unknown 88 < 0.1%
 
Russia 39 < 0.1%
 
Mexico 37 < 0.1%
 
Philippines 36 < 0.1%
 
Iraq 20 < 0.1%
 
Yemen 18 < 0.1%
 
Venezuela 16 < 0.1%
 
Afghanistan 16 < 0.1%
 
Guatemala 15 < 0.1%
 
Other values (73) 254 < 0.1%
 
(Missing) 119726 > 99.9%
 
Max length32
Mean length3.0282
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

latitude
Numeric

Distinct count40195
Unique (%)33.4%
Missing (%)< 0.1%
Missing (n)1284
Infinite (%)0.0%
Infinite (n)0
Mean26.279
Minimum-42.884
Maximum74.634
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-42.884
5-th percentile2.0598
Q115.19
Median32.397
Q334.359
95-th percentile43.25
Maximum74.634
Range117.52
Interquartile range19.169

Descriptive statistics

Standard deviation13.796
Coef of variation0.52498
Kurtosis0.83896
Mean26.279
MAD11.237
Skewness-0.88675
Sum3.1313e+06
Variance190.33
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
33.304 7483 6.2%
 
36.354 2244 < 0.1%
 
24.891 1810 < 0.1%
 
2.0598 1458 < 0.1%
 
35.452 903 < 0.1%
 
32.069 830 < 0.1%
 
30.201 777 < 0.1%
 
33.743 719 < 0.1%
 
34.006 694 < 0.1%
 
34.517 669 < 0.1%
 
Other values (40184) 101568 84.3%
 
(Missing) 1284 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-42.884 1 < 0.1%
 
-42.25 1 < 0.1%
 
-41.286 10 < 0.1%
 
-41.257 1 < 0.1%
 
-41.15 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
74.634 1 < 0.1%
 
65.825 1 < 0.1%
 
65.683 1 < 0.1%
 
65.012 1 < 0.1%
 
64.624 1 < 0.1%
 

location
Categorical

Distinct count43514
Unique (%)36.1%
Missing (%)54.6%
Missing (n)65752
The attack took place in Baghdad, Baghdad, Iraq.
 
142
Belfast (Capital City)
 
98
The incident occurred at the Donetsk Sergey Prokofiev International Airport.
 
62
Other values (43510)
54385
(Missing)
65752
ValueCountFrequency (%) 
The attack took place in Baghdad, Baghdad, Iraq. 142 < 0.1%
 
Belfast (Capital City) 98 < 0.1%
 
The incident occurred at the Donetsk Sergey Prokofiev International Airport. 62 < 0.1%
 
The attack took place in Mosul, Ninawa, Iraq. 51 < 0.1%
 
The incident occurred in the Balad Ruz district. 48 < 0.1%
 
The incident occurred in the Shaab area of Adhamiyah neighborhood 40 < 0.1%
 
The incident occurred in the Al-Faris district. 39 < 0.1%
 
The attack took place in Kirkuk, At Ta'mim, Iraq. 39 < 0.1%
 
The incident occurred in the Hayy ath-Thawrah neighborhood. 38 < 0.1%
 
The incident occurred in the Abu Ghraib district. 35 < 0.1%
 
Other values (43503) 54095 44.9%
 
(Missing) 65752 54.6%
 
Max length428
Mean length27.018
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

longitude
Numeric

Distinct count39811
Unique (%)33.1%
Missing (%)< 0.1%
Missing (n)1284
Infinite (%)0.0%
Infinite (n)0
Mean48.971
Minimum-124.22
Maximum179.37
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-124.22
5-th percentile-6.3286
Q136.292
Median44.584
Q370.797
95-th percentile104.03
Maximum179.37
Range303.59
Interquartile range34.505

Descriptive statistics

Standard deviation39.489
Coef of variation0.80638
Kurtosis3.0346
Mean48.971
MAD27.447
Skewness-1.1109
Sum5.8352e+06
Variance1559.4
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
44.372 7483 6.2%
 
43.144 2244 < 0.1%
 
67.143 1810 < 0.1%
 
45.326 1458 < 0.1%
 
44.375 903 < 0.1%
 
20.151 830 < 0.1%
 
66.994 777 < 0.1%
 
44.624 719 < 0.1%
 
71.537 694 < 0.1%
 
69.147 669 < 0.1%
 
Other values (39800) 101568 84.3%
 
(Missing) 1284 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-124.22 1 < 0.1%
 
-124.22 1 < 0.1%
 
-124.16 2 < 0.1%
 
-124.09 2 < 0.1%
 
-123.83 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
179.37 1 < 0.1%
 
179.34 1 < 0.1%
 
178.44 5 < 0.1%
 
177.45 1 < 0.1%
 
176.99 1 < 0.1%
 

motive
Categorical

Distinct count14026
Unique (%)11.6%
Missing (%)58.9%
Missing (n)70924
Unknown
14780
The specific motive for the attack is unknown.
14430
The specific motive is unknown; however, sources noted that the attack may have been part of a larger trend of violence related to Bangladesh's nationwide hartal, which began on January 6, 2015.
 
297
Other values (14022)
20008
(Missing)
70924
ValueCountFrequency (%) 
Unknown 14780 12.3%
 
The specific motive for the attack is unknown. 14430 12.0%
 
The specific motive is unknown; however, sources noted that the attack may have been part of a larger trend of violence related to Bangladesh's nationwide hartal, which began on January 6, 2015. 297 < 0.1%
 
The specific motive for the attack is unknown.. 148 < 0.1%
 
The specific motive for the attack is unknown or was not reported. 144 < 0.1%
 
The specific motive for the attack is unknown 73 < 0.1%
 
Part of a campaign by Islamic extremists to destabilize Algeria by weakening security forces protecting the 'apostate' Algerian government. 66 < 0.1%
 
The specific motive for the attack was political. 57 < 0.1%
 
The specific motive is unknown; however, sources suspected that the attack, which targeted members of the Sunni community, may have been part of a larger trend of sectarian violence between Iraq's minority Sunni and majority Shiite communities. 52 < 0.1%
 
The specific motive is unknown; however, sources noted that parliamentary elections were scheduled for January 5, 2014. Sources also noted that the opposition advocated for citizens to "resist" the elections. 50 < 0.1%
 
Other values (14015) 19418 16.1%
 
(Missing) 70924 58.9%
 
Max length899
Mean length35.602
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

multiple
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)1
0
101480
1
 
18958
(Missing)
 
1
ValueCountFrequency (%) 
0 101480 84.3%
 
1 18958 15.7%
 
(Missing) 1 < 0.1%
 

natlty1
Numeric

Distinct count196
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)1209
Infinite (%)0.0%
Infinite (n)0
Mean126.58
Minimum4
Maximum1004
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile4
Q192
Median97
Q3160
95-th percentile228
Maximum1004
Range1000
Interquartile range68

Descriptive statistics

Standard deviation95.63
Coef of variation0.7555
Kurtosis29.386
Mean126.58
MAD63.024
Skewness3.7265
Sum1.5092e+07
Variance9145.1
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
95 23976 19.9%
 
153 12687 10.5%
 
4 10822 9.0%
 
92 9530 7.9%
 
160 4999 < 0.1%
 
147 3726 < 0.1%
 
205 3646 < 0.1%
 
45 3204 < 0.1%
 
182 3117 < 0.1%
 
228 3078 < 0.1%
 
Other values (185) 40445 33.6%
 

Minimum 5 values

ValueCountFrequency (%) 
4 10822 9.0%
 
5 87 < 0.1%
 
6 2035 < 0.1%
 
8 124 < 0.1%
 
11 48 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1004 183 < 0.1%
 
1003 48 < 0.1%
 
1002 5 < 0.1%
 
1001 16 < 0.1%
 
999 258 < 0.1%
 

natlty1_txt
Categorical

Distinct count196
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)1209
Iraq
23976
Pakistan
 
12687
Afghanistan
 
10822
Other values (192)
71745
ValueCountFrequency (%) 
Iraq 23976 19.9%
 
Pakistan 12687 10.5%
 
Afghanistan 10822 9.0%
 
India 9530 7.9%
 
Philippines 4999 < 0.1%
 
Nigeria 3726 < 0.1%
 
Thailand 3646 < 0.1%
 
Colombia 3204 < 0.1%
 
Somalia 3117 < 0.1%
 
Yemen 3078 < 0.1%
 
Other values (185) 40445 33.6%
 
Max length32
Mean length7.2655
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

natlty2
Numeric

Distinct count144
Unique (%)< 0.1%
Missing (%)91.5%
Missing (n)110200
Infinite (%)0.0%
Infinite (n)0
Mean129.11
Minimum4
Maximum1004
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile4
Q192
Median97
Q3182
95-th percentile228
Maximum1004
Range1000
Interquartile range90

Descriptive statistics

Standard deviation126.55
Coef of variation0.98015
Kurtosis28.142
Mean129.11
MAD73.664
Skewness4.4389
Sum1.3219e+06
Variance16014
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
95 1783 < 0.1%
 
4 1437 < 0.1%
 
153 742 < 0.1%
 
92 655 < 0.1%
 
182 632 < 0.1%
 
160 403 < 0.1%
 
205 391 < 0.1%
 
147 309 < 0.1%
 
200 277 < 0.1%
 
45 274 < 0.1%
 
Other values (133) 3336 < 0.1%
 
(Missing) 110200 91.5%
 

Minimum 5 values

ValueCountFrequency (%) 
4 1437 < 0.1%
 
5 3 < 0.1%
 
6 163 < 0.1%
 
7 1 < 0.1%
 
8 16 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1004 21 < 0.1%
 
1003 4 < 0.1%
 
999 115 < 0.1%
 
603 1 < 0.1%
 
422 87 < 0.1%
 

natlty2_txt
Categorical

Distinct count144
Unique (%)< 0.1%
Missing (%)91.5%
Missing (n)110200
Iraq
 
1783
Afghanistan
 
1437
Pakistan
 
742
Other values (140)
 
6277
(Missing)
110200
ValueCountFrequency (%) 
Iraq 1783 < 0.1%
 
Afghanistan 1437 < 0.1%
 
Pakistan 742 < 0.1%
 
India 655 < 0.1%
 
Somalia 632 < 0.1%
 
Philippines 403 < 0.1%
 
Thailand 391 < 0.1%
 
Nigeria 309 < 0.1%
 
Syria 277 < 0.1%
 
Colombia 274 < 0.1%
 
Other values (133) 3336 < 0.1%
 
(Missing) 110200 91.5%
 
Max length32
Mean length3.3953
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

natlty3
Numeric

Distinct count96
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119392
Infinite (%)0.0%
Infinite (n)0
Mean144.81
Minimum4
Maximum1004
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile4
Q175
Median104
Q3182
95-th percentile229
Maximum1004
Range1000
Interquartile range107

Descriptive statistics

Standard deviation169.15
Coef of variation1.1681
Kurtosis17.276
Mean144.81
MAD88.311
Skewness3.9156
Sum1.5162e+05
Variance28612
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
95 138 < 0.1%
 
4 127 < 0.1%
 
153 56 < 0.1%
 
92 53 < 0.1%
 
160 50 < 0.1%
 
147 47 < 0.1%
 
45 44 < 0.1%
 
182 44 < 0.1%
 
93 30 < 0.1%
 
205 28 < 0.1%
 
Other values (85) 430 < 0.1%
 
(Missing) 119392 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
4 127 < 0.1%
 
5 1 < 0.1%
 
6 13 < 0.1%
 
8 3 < 0.1%
 
11 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1004 7 < 0.1%
 
999 25 < 0.1%
 
422 12 < 0.1%
 
334 1 < 0.1%
 
231 1 < 0.1%
 

natlty3_txt
Categorical

Distinct count96
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119392
Iraq
 
138
Afghanistan
 
127
Pakistan
 
56
Other values (92)
 
726
(Missing)
119392
ValueCountFrequency (%) 
Iraq 138 < 0.1%
 
Afghanistan 127 < 0.1%
 
Pakistan 56 < 0.1%
 
India 53 < 0.1%
 
Philippines 50 < 0.1%
 
Nigeria 47 < 0.1%
 
Somalia 44 < 0.1%
 
Colombia 44 < 0.1%
 
Indonesia 30 < 0.1%
 
Thailand 28 < 0.1%
 
Other values (85) 430 < 0.1%
 
(Missing) 119392 > 99.9%
 
Max length32
Mean length3.0447
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

ndays
Numeric

Distinct count305
Unique (%)< 0.1%
Missing (%)94.0%
Missing (n)113272
Infinite (%)0.0%
Infinite (n)0
Mean-40.585
Minimum-99
Maximum2078
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile-99
Q1-99
Median-99
Q33
95-th percentile74
Maximum2078
Range2177
Interquartile range102

Descriptive statistics

Standard deviation117.17
Coef of variation-2.8871
Kurtosis86.388
Mean-40.585
MAD69.345
Skewness7.2391
Sum-2.9087e+05
Variance13729
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
-99 4254 < 0.1%
 
1 582 < 0.1%
 
2 352 < 0.1%
 
3 262 < 0.1%
 
4 175 < 0.1%
 
5 136 < 0.1%
 
7 96 < 0.1%
 
6 93 < 0.1%
 
8 70 < 0.1%
 
11 52 < 0.1%
 
Other values (294) 1095 < 0.1%
 
(Missing) 113272 94.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 4254 < 0.1%
 
0 35 < 0.1%
 
1 582 < 0.1%
 
2 352 < 0.1%
 
3 262 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2078 1 < 0.1%
 
1941 1 < 0.1%
 
1879 1 < 0.1%
 
1826 1 < 0.1%
 
1796 1 < 0.1%
 

nhostkid
Numeric

Distinct count170
Unique (%)< 0.1%
Missing (%)91.8%
Missing (n)110553
Infinite (%)0.0%
Infinite (n)0
Mean5.5677
Minimum-99
Maximum5350
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile-99
Q11
Median2
Q35
95-th percentile30
Maximum5350
Range5449
Interquartile range4

Descriptive statistics

Standard deviation89.995
Coef of variation16.164
Kurtosis1512
Mean5.5677
MAD16.412
Skewness31.799
Sum55042
Variance8099
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
1 3837 < 0.1%
 
2 1468 < 0.1%
 
3 872 < 0.1%
 
4 618 < 0.1%
 
-99 525 < 0.1%
 
5 387 < 0.1%
 
6 304 < 0.1%
 
7 202 < 0.1%
 
10 144 < 0.1%
 
8 138 < 0.1%
 
Other values (159) 1391 < 0.1%
 
(Missing) 110553 91.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 525 < 0.1%
 
0 6 < 0.1%
 
1 3837 < 0.1%
 
2 1468 < 0.1%
 
3 872 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5350 1 < 0.1%
 
3000 1 < 0.1%
 
2000 4 < 0.1%
 
1686 1 < 0.1%
 
1500 1 < 0.1%
 

nhostkidus
Numeric

Distinct count17
Unique (%)< 0.1%
Missing (%)91.8%
Missing (n)110608
Infinite (%)0.0%
Infinite (n)0
Mean-0.52314
Minimum-99
Maximum86
Zeros (%)8.0%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum86
Range185
Interquartile range0

Descriptive statistics

Standard deviation7.7146
Coef of variation-14.747
Kurtosis156.27
Mean-0.52314
MAD1.162
Skewness-11.999
Sum-5143
Variance59.516
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 9600 8.0%
 
1 112 < 0.1%
 
-99 58 < 0.1%
 
2 25 < 0.1%
 
3 15 < 0.1%
 
4 9 < 0.1%
 
56 2 < 0.1%
 
7 2 < 0.1%
 
38 1 < 0.1%
 
86 1 < 0.1%
 
Other values (6) 6 < 0.1%
 
(Missing) 110608 91.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 58 < 0.1%
 
0 9600 8.0%
 
1 112 < 0.1%
 
2 25 < 0.1%
 
3 15 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
86 1 < 0.1%
 
56 2 < 0.1%
 
54 1 < 0.1%
 
38 1 < 0.1%
 
17 1 < 0.1%
 

nhours
Numeric

Distinct count29
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)117610
Infinite (%)0.0%
Infinite (n)0
Mean-73.032
Minimum-99
Maximum24
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile-99
Q1-99
Median-99
Q30
95-th percentile5
Maximum24
Range123
Interquartile range99

Descriptive statistics

Standard deviation44.529
Coef of variation-0.60972
Kurtosis-0.67676
Mean-73.032
MAD38.717
Skewness1.1407
Sum-2.0661e+05
Variance1982.9
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
-99 2109 < 0.1%
 
0 230 < 0.1%
 
1 170 < 0.1%
 
2 81 < 0.1%
 
3 46 < 0.1%
 
4 36 < 0.1%
 
6 24 < 0.1%
 
12 18 < 0.1%
 
5 16 < 0.1%
 
7 12 < 0.1%
 
Other values (18) 87 < 0.1%
 
(Missing) 117610 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 2109 < 0.1%
 
-9 11 < 0.1%
 
0 230 < 0.1%
 
0.25 1 < 0.1%
 
1 170 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
24 6 < 0.1%
 
23 4 < 0.1%
 
22 5 < 0.1%
 
21 1 < 0.1%
 
20 5 < 0.1%
 

nkill
Numeric

Distinct count190
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)4404
Infinite (%)0.0%
Infinite (n)0
Mean2.5633
Minimum0
Maximum1570
Zeros (%)46.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q32
95-th percentile10
Maximum1570
Range1570
Interquartile range2

Descriptive statistics

Standard deviation12.367
Coef of variation4.8245
Kurtosis5501.1
Mean2.5633
MAD3.2546
Skewness55.359
Sum2.9744e+05
Variance152.94
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 55602 46.2%
 
1 25719 21.4%
 
2 10814 9.0%
 
3 5901 < 0.1%
 
4 3758 < 0.1%
 
5 2617 < 0.1%
 
6 1851 < 0.1%
 
7 1397 < 0.1%
 
8 1083 < 0.1%
 
10 852 < 0.1%
 
Other values (179) 6441 5.3%
 
(Missing) 4404 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 55602 46.2%
 
1 25719 21.4%
 
2 10814 9.0%
 
3 5901 < 0.1%
 
4 3758 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1570 1 < 0.1%
 
1384 1 < 0.1%
 
1383 1 < 0.1%
 
953 1 < 0.1%
 
670 1 < 0.1%
 

nkillter
Numeric

Distinct count96
Unique (%)< 0.1%
Missing (%)7.3%
Missing (n)8820
Infinite (%)0.0%
Infinite (n)0
Mean0.50654
Minimum0
Maximum500
Zeros (%)82.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2
Maximum500
Range500
Interquartile range0

Descriptive statistics

Standard deviation4.2312
Coef of variation8.3531
Kurtosis3181
Mean0.50654
MAD0.89797
Skewness42.203
Sum56540
Variance17.903
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 98935 82.1%
 
1 6386 5.3%
 
2 1826 < 0.1%
 
3 1084 < 0.1%
 
4 671 < 0.1%
 
5 453 < 0.1%
 
6 381 < 0.1%
 
7 237 < 0.1%
 
10 212 < 0.1%
 
8 207 < 0.1%
 
Other values (85) 1227 < 0.1%
 
(Missing) 8820 7.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 98935 82.1%
 
1 6386 5.3%
 
2 1826 < 0.1%
 
3 1084 < 0.1%
 
4 671 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
500 1 < 0.1%
 
346 1 < 0.1%
 
301 1 < 0.1%
 
300 1 < 0.1%
 
250 1 < 0.1%
 

nkillus
Numeric

Distinct count26
Unique (%)< 0.1%
Missing (%)5.3%
Missing (n)6414
Infinite (%)0.0%
Infinite (n)0
Mean0.037597
Minimum0
Maximum1360
Zeros (%)94.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum1360
Range1360
Interquartile range0

Descriptive statistics

Standard deviation5.6654
Coef of variation150.69
Kurtosis55522
Mean0.037597
MAD0.074791
Skewness234.32
Sum4287
Variance32.097
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 113414 94.2%
 
1 375 < 0.1%
 
2 116 < 0.1%
 
3 44 < 0.1%
 
4 27 < 0.1%
 
5 13 < 0.1%
 
6 11 < 0.1%
 
9 3 < 0.1%
 
15 3 < 0.1%
 
17 2 < 0.1%
 
Other values (15) 17 < 0.1%
 
(Missing) 6414 5.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 113414 94.2%
 
1 375 < 0.1%
 
2 116 < 0.1%
 
3 44 < 0.1%
 
4 27 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1360 1 < 0.1%
 
1327 1 < 0.1%
 
182 1 < 0.1%
 
60 2 < 0.1%
 
44 1 < 0.1%
 

nperpcap
Numeric

Distinct count51
Unique (%)< 0.1%
Missing (%)7.9%
Missing (n)9568
Infinite (%)0.0%
Infinite (n)0
Mean-0.69023
Minimum-99
Maximum406
Zeros (%)88.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum406
Range505
Interquartile range0

Descriptive statistics

Standard deviation9.1699
Coef of variation-13.285
Kurtosis150.3
Mean-0.69023
MAD1.6109
Skewness-8.8437
Sum-76526
Variance84.088
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 106081 88.1%
 
1 1905 < 0.1%
 
-99 908 < 0.1%
 
2 742 < 0.1%
 
3 390 < 0.1%
 
4 251 < 0.1%
 
5 143 < 0.1%
 
6 89 < 0.1%
 
8 50 < 0.1%
 
7 46 < 0.1%
 
Other values (40) 266 < 0.1%
 
(Missing) 9568 7.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 908 < 0.1%
 
-9 4 < 0.1%
 
0 106081 88.1%
 
1 1905 < 0.1%
 
2 742 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
406 1 < 0.1%
 
271 1 < 0.1%
 
200 1 < 0.1%
 
126 1 < 0.1%
 
100 2 < 0.1%
 

nperps
Numeric

Distinct count97
Unique (%)< 0.1%
Missing (%)15.3%
Missing (n)18477
Infinite (%)0.0%
Infinite (n)0
Mean-71.96
Minimum-99
Maximum20000
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile-99
Q1-99
Median-99
Q3-99
95-th percentile6
Maximum20000
Range20099
Interquartile range0

Descriptive statistics

Standard deviation208.71
Coef of variation-2.9004
Kurtosis2760.5
Mean-71.96
MAD43.109
Skewness48.927
Sum-7.3372e+06
Variance43560
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
-99 81278 67.5%
 
1 7224 6.0%
 
2 4477 < 0.1%
 
3 1702 < 0.1%
 
4 1403 < 0.1%
 
5 685 < 0.1%
 
6 518 < 0.1%
 
10 514 < 0.1%
 
20 447 < 0.1%
 
30 390 < 0.1%
 
Other values (86) 3324 < 0.1%
 
(Missing) 18477 15.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 81278 67.5%
 
-9 2 < 0.1%
 
0 87 < 0.1%
 
1 7224 6.0%
 
2 4477 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20000 1 < 0.1%
 
10000 36 < 0.1%
 
5000 2 < 0.1%
 
3200 1 < 0.1%
 
3000 3 < 0.1%
 

nreleased
Numeric

Distinct count128
Unique (%)< 0.1%
Missing (%)92.3%
Missing (n)111154
Infinite (%)0.0%
Infinite (n)0
Mean-33.515
Minimum-99
Maximum2769
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile-99
Q1-99
Median0
Q31
95-th percentile10
Maximum2769
Range2868
Interquartile range100

Descriptive statistics

Standard deviation67.183
Coef of variation-2.0046
Kurtosis360.92
Mean-33.515
MAD49.99
Skewness10.418
Sum-3.1119e+05
Variance4513.5
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
-99 3544 < 0.1%
 
0 2284 < 0.1%
 
1 1431 < 0.1%
 
2 569 < 0.1%
 
3 330 < 0.1%
 
4 225 < 0.1%
 
5 137 < 0.1%
 
6 109 < 0.1%
 
7 70 < 0.1%
 
9 44 < 0.1%
 
Other values (117) 542 < 0.1%
 
(Missing) 111154 92.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 3544 < 0.1%
 
0 2284 < 0.1%
 
1 1431 < 0.1%
 
2 569 < 0.1%
 
3 330 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2769 1 < 0.1%
 
1201 1 < 0.1%
 
1000 1 < 0.1%
 
856 1 < 0.1%
 
837 1 < 0.1%
 

nwound
Numeric

Distinct count224
Unique (%)< 0.1%
Missing (%)7.1%
Missing (n)8523
Infinite (%)0.0%
Infinite (n)0
Mean3.7656
Minimum0
Maximum8191
Zeros (%)51.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q33
95-th percentile15
Maximum8191
Range8191
Interquartile range3

Descriptive statistics

Standard deviation39.687
Coef of variation10.539
Kurtosis33319
Mean3.7656
MAD5.0982
Skewness167.74
Sum4.2143e+05
Variance1575
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 61825 51.3%
 
1 12006 10.0%
 
2 8279 6.9%
 
3 6081 5.0%
 
4 4128 < 0.1%
 
5 3237 < 0.1%
 
6 2418 < 0.1%
 
7 2118 < 0.1%
 
8 1574 < 0.1%
 
10 1131 < 0.1%
 
Other values (213) 9119 7.6%
 
(Missing) 8523 7.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 61825 51.3%
 
1 12006 10.0%
 
2 8279 6.9%
 
3 6081 5.0%
 
4 4128 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8191 1 < 0.1%
 
8190 1 < 0.1%
 
4000 1 < 0.1%
 
1500 1 < 0.1%
 
1272 1 < 0.1%
 

nwoundte
Numeric

Distinct count45
Unique (%)< 0.1%
Missing (%)8.9%
Missing (n)10665
Infinite (%)0.0%
Infinite (n)0
Mean0.10823
Minimum0
Maximum200
Zeros (%)89.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum200
Range200
Interquartile range0

Descriptive statistics

Standard deviation1.5064
Coef of variation13.918
Kurtosis4556.4
Mean0.10823
MAD0.21183
Skewness49.896
Sum11881
Variance2.2692
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 107425 89.2%
 
1 830 < 0.1%
 
2 387 < 0.1%
 
3 256 < 0.1%
 
4 173 < 0.1%
 
5 108 < 0.1%
 
6 101 < 0.1%
 
7 67 < 0.1%
 
10 65 < 0.1%
 
8 55 < 0.1%
 
Other values (34) 307 < 0.1%
 
(Missing) 10665 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 107425 89.2%
 
1 830 < 0.1%
 
2 387 < 0.1%
 
3 256 < 0.1%
 
4 173 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
200 1 < 0.1%
 
150 1 < 0.1%
 
101 1 < 0.1%
 
100 2 < 0.1%
 
62 1 < 0.1%
 

nwoundus
Numeric

Distinct count35
Unique (%)< 0.1%
Missing (%)5.5%
Missing (n)6620
Infinite (%)0.0%
Infinite (n)0
Mean0.017932
Minimum0
Maximum151
Zeros (%)94.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum151
Range151
Interquartile range0

Descriptive statistics

Standard deviation0.83499
Coef of variation46.564
Kurtosis15668
Mean0.017932
MAD0.035745
Skewness111.95
Sum2041
Variance0.6972
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 113441 94.2%
 
1 161 < 0.1%
 
2 61 < 0.1%
 
3 39 < 0.1%
 
4 28 < 0.1%
 
5 13 < 0.1%
 
7 11 < 0.1%
 
6 11 < 0.1%
 
9 9 < 0.1%
 
10 7 < 0.1%
 
Other values (24) 38 < 0.1%
 
(Missing) 6620 5.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 113441 94.2%
 
1 161 < 0.1%
 
2 61 < 0.1%
 
3 39 < 0.1%
 
4 28 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
151 1 < 0.1%
 
109 1 < 0.1%
 
101 1 < 0.1%
 
77 1 < 0.1%
 
75 1 < 0.1%
 

propcomment
Categorical

Distinct count16615
Unique (%)13.8%
Missing (%)54.4%
Missing (n)65541
It is unknown if any property was damaged in this attack.
 
6966
A vehicle was damaged in this attack.
 
3699
It is unknown if the attack caused any property damage.
 
2928
Other values (16611)
41305
(Missing)
65541
ValueCountFrequency (%) 
It is unknown if any property was damaged in this attack. 6966 5.8%
 
A vehicle was damaged in this attack. 3699 < 0.1%
 
It is unknown if the attack caused any property damage. 2928 < 0.1%
 
A house was damaged in this attack. 1641 < 0.1%
 
The attack caused an unknown amount of property damage. 1639 < 0.1%
 
Unspecified property was damaged in this attack. 805 < 0.1%
 
A police vehicle was damaged in this attack. 734 < 0.1%
 
A military vehicle was damaged in this attack. 691 < 0.1%
 
It Is unknown if the attack caused any property damage. 504 < 0.1%
 
A bus was damaged in this attack. 460 < 0.1%
 
Other values (16604) 34831 28.9%
 
(Missing) 65541 54.4%
 
Max length839
Mean length25.492
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

property
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
50698
1
48454
-9
21287
ValueCountFrequency (%) 
0 50698 42.1%
 
1 48454 40.2%
 
-9 21287 17.7%
 
Max length2
Mean length1.1767
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

propextent
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)61.0%
Missing (n)73506
3
33241
4
 
13055
2
 
632
(Missing)
73506
ValueCountFrequency (%) 
3 33241 27.6%
 
4 13055 10.8%
 
2 632 < 0.1%
 
1 5 < 0.1%
 
(Missing) 73506 61.0%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

propextent_txt
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)61.0%
Missing (n)73506
Minor (likely < $1 million)
33241
Unknown
 
13055
Major (likely >= $1 million but < $1 billion)
 
632
(Missing)
73506
ValueCountFrequency (%) 
Minor (likely < $1 million) 33241 27.6%
 
Unknown 13055 10.8%
 
Major (likely >= $1 million but < $1 billion) 632 < 0.1%
 
Catastrophic (likely >= $1 billion) 5 < 0.1%
 
(Missing) 73506 61.0%
 
Max length45
Mean length10.279
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

propvalue
Numeric

Distinct count322
Unique (%)< 0.1%
Missing (%)76.0%
Missing (n)91477
Infinite (%)0.0%
Infinite (n)0
Mean83241
Minimum-99
Maximum1.0791e+09
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile-99
Q1-99
Median-99
Q3-99
95-th percentile-99
Maximum1.0791e+09
Range1.0791e+09
Interquartile range0

Descriptive statistics

Standard deviation6.82e+06
Coef of variation81.932
Kurtosis21890
Mean83241
MAD1.6497e+05
Skewness142.13
Sum2.4108e+09
Variance4.6513e+13
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
-99 28471 23.6%
 
1e+05 14 < 0.1%
 
1e+06 11 < 0.1%
 
5e+05 9 < 0.1%
 
30000 8 < 0.1%
 
17475 8 < 0.1%
 
86 8 < 0.1%
 
1000 7 < 0.1%
 
10000 7 < 0.1%
 
1.8605e+06 7 < 0.1%
 
Other values (311) 412 < 0.1%
 
(Missing) 91477 76.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 28471 23.6%
 
0 3 < 0.1%
 
50 1 < 0.1%
 
80 1 < 0.1%
 
86 8 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.0791e+09 1 < 0.1%
 
3.5e+08 1 < 0.1%
 
1.55e+08 1 < 0.1%
 
1e+08 2 < 0.1%
 
7.3e+07 1 < 0.1%
 

provstate
Categorical

Distinct count2357
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)90
Baghdad
 
7607
Balochistan
 
3669
Saladin
 
3405
Other values (2353)
105668
ValueCountFrequency (%) 
Baghdad 7607 6.3%
 
Balochistan 3669 < 0.1%
 
Saladin 3405 < 0.1%
 
Al Anbar 3297 < 0.1%
 
Nineveh 3237 < 0.1%
 
Khyber Pakhtunkhwa 3082 < 0.1%
 
Diyala 3039 < 0.1%
 
Federally Administered Tribal Areas 2380 < 0.1%
 
Sindh 2231 < 0.1%
 
Jammu and Kashmir 1965 < 0.1%
 
Other values (2346) 86437 71.8%
 
Max length47
Mean length9.2082
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

ransom
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)86.3%
Missing (n)103945
0
 
14409
-9
 
1398
1
 
687
(Missing)
103945
ValueCountFrequency (%) 
0 14409 12.0%
 
-9 1398 < 0.1%
 
1 687 < 0.1%
 
(Missing) 103945 86.3%
 
Max length4
Mean length3.0116
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

ransomamt
Numeric

Distinct count346
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119690
Infinite (%)0.0%
Infinite (n)0
Mean2.9584e+06
Minimum-99
Maximum2e+08
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile-99
Q1-99
Median19358
Q33e+05
95-th percentile1e+07
Maximum2e+08
Range2e+08
Interquartile range3.001e+05

Descriptive statistics

Standard deviation1.6439e+07
Coef of variation5.5568
Kurtosis98.563
Mean2.9584e+06
MAD4.9525e+06
Skewness9.3997
Sum2.2158e+09
Variance2.7025e+14
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
-99 248 < 0.1%
 
0 42 < 0.1%
 
2e+06 11 < 0.1%
 
1e+06 11 < 0.1%
 
1.5e+05 8 < 0.1%
 
1e+07 8 < 0.1%
 
1e+05 7 < 0.1%
 
50000 7 < 0.1%
 
5e+06 7 < 0.1%
 
3e+06 6 < 0.1%
 
Other values (335) 394 < 0.1%
 
(Missing) 119690 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 248 < 0.1%
 
-9 3 < 0.1%
 
0 42 < 0.1%
 
1 1 < 0.1%
 
20 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2e+08 3 < 0.1%
 
1.5e+08 1 < 0.1%
 
1.32e+08 1 < 0.1%
 
1e+08 2 < 0.1%
 
8.0243e+07 1 < 0.1%
 

ransomamtus
Numeric

Distinct count23
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119877
Infinite (%)0.0%
Infinite (n)0
Mean5.7948e+05
Minimum-99
Maximum1.32e+08
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum1.32e+08
Range1.32e+08
Interquartile range0

Descriptive statistics

Standard deviation7.0842e+06
Coef of variation12.225
Kurtosis280.4
Mean5.7948e+05
MAD1.1176e+06
Skewness16.423
Sum3.2567e+08
Variance5.0186e+13
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 512 < 0.1%
 
-99 23 < 0.1%
 
5e+06 3 < 0.1%
 
3e+06 3 < 0.1%
 
1.5e+06 2 < 0.1%
 
6e+06 2 < 0.1%
 
1e+05 2 < 0.1%
 
15000 1 < 0.1%
 
1193.7 1 < 0.1%
 
4e+05 1 < 0.1%
 
Other values (12) 12 < 0.1%
 
(Missing) 119877 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 23 < 0.1%
 
0 512 < 0.1%
 
1193.7 1 < 0.1%
 
10000 1 < 0.1%
 
15000 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.32e+08 1 < 0.1%
 
1e+08 1 < 0.1%
 
2e+07 1 < 0.1%
 
1.5e+07 1 < 0.1%
 
8e+06 1 < 0.1%
 

ransomnote
Categorical

Distinct count383
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119931
0
 
36
It is unknown if a ransom was demanded in this kidnapping.
 
28
It is unknown if any ransom was demanded in this kidnapping.
 
24
Other values (379)
 
420
(Missing)
119931
ValueCountFrequency (%) 
0 36 < 0.1%
 
It is unknown if a ransom was demanded in this kidnapping. 28 < 0.1%
 
It is unknown if any ransom was demanded in this kidnapping. 24 < 0.1%
 
It is unknown if ransom was demanded in this kidnapping. 8 < 0.1%
 
It was reported that the perpetrators demanded one million dollars for each hostage. 7 < 0.1%
 
This kidnapping was a financing operation for FARC. No specific information was given on the ransom. 5 < 0.1%
 
The assailants demanded the release of Sha'ban Hadiyah, the head of the Libya Revolutionaries' Operation Room (LROR), in exchange for the hostage. 4 < 0.1%
 
Unknown 4 < 0.1%
 
Reports did not specify the amount of ransom requested. 4 < 0.1%
 
The assailants demanded the release of their imprisoned leader in exchange for the safe return of the hostage. 3 < 0.1%
 
Other values (372) 385 < 0.1%
 
(Missing) 119931 > 99.9%
 
Max length604
Mean length3.3944
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

ransompaid
Numeric

Distinct count110
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119802
Infinite (%)0.0%
Infinite (n)0
Mean5.9174e+05
Minimum-99
Maximum2.75e+08
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile-99
Q1-99
Median-99
Q30
95-th percentile3.8613e+05
Maximum2.75e+08
Range2.75e+08
Interquartile range99

Descriptive statistics

Standard deviation1.0963e+07
Coef of variation18.526
Kurtosis620.11
Mean5.9174e+05
MAD1.1086e+06
Skewness24.755
Sum3.7694e+08
Variance1.2018e+14
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
-99 322 < 0.1%
 
0 191 < 0.1%
 
50000 5 < 0.1%
 
38500 4 < 0.1%
 
5e+05 3 < 0.1%
 
10000 3 < 0.1%
 
1.7e+06 3 < 0.1%
 
1e+06 2 < 0.1%
 
8e+05 2 < 0.1%
 
1e+05 2 < 0.1%
 
Other values (99) 100 < 0.1%
 
(Missing) 119802 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 322 < 0.1%
 
-9 1 < 0.1%
 
0 191 < 0.1%
 
200 1 < 0.1%
 
388.8 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.75e+08 1 < 0.1%
 
1.95e+07 1 < 0.1%
 
1.9e+07 1 < 0.1%
 
1.2e+07 1 < 0.1%
 
8.1172e+06 1 < 0.1%
 

ransompaidus
Numeric

Distinct count7
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119891
Infinite (%)0.0%
Infinite (n)0
Mean121.1
Minimum-99
Maximum48000
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-99
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum48000
Range48099
Interquartile range0

Descriptive statistics

Standard deviation2136.4
Coef of variation17.641
Kurtosis464.93
Mean121.1
MAD248.78
Skewness21.016
Sum66364
Variance4.5642e+06
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
0 520 < 0.1%
 
-99 23 < 0.1%
 
10000 2 < 0.1%
 
48000 1 < 0.1%
 
-9 1 < 0.1%
 
650 1 < 0.1%
 
(Missing) 119891 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-99 23 < 0.1%
 
-9 1 < 0.1%
 
0 520 < 0.1%
 
650 1 < 0.1%
 
10000 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
48000 1 < 0.1%
 
10000 2 < 0.1%
 
650 1 < 0.1%
 
0 520 < 0.1%
 
-9 1 < 0.1%
 

region
Numeric

Distinct count12
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.9416
Minimum1
Maximum12
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile5
Q16
Median9
Q310
95-th percentile11
Maximum12
Range11
Interquartile range4

Descriptive statistics

Standard deviation2.4333
Coef of variation0.3064
Kurtosis-0.98453
Mean7.9416
MAD2.2482
Skewness-0.38653
Sum9.5647e+05
Variance5.921
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
10 42562 35.3%
 
6 38802 32.2%
 
11 13770 11.4%
 
5 10053 8.3%
 
9 4679 < 0.1%
 
8 4402 < 0.1%
 
3 4041 < 0.1%
 
1 989 < 0.1%
 
7 359 < 0.1%
 
4 340 < 0.1%
 
Other values (2) 442 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 989 < 0.1%
 
2 331 < 0.1%
 
3 4041 < 0.1%
 
4 340 < 0.1%
 
5 10053 8.3%
 

Maximum 5 values

ValueCountFrequency (%) 
12 111 < 0.1%
 
11 13770 11.4%
 
10 42562 35.3%
 
9 4679 < 0.1%
 
8 4402 < 0.1%
 

region_txt
Categorical

Distinct count12
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Middle East & North Africa
42562
South Asia
38802
Sub-Saharan Africa
13770
Other values (9)
25305
ValueCountFrequency (%) 
Middle East & North Africa 42562 35.3%
 
South Asia 38802 32.2%
 
Sub-Saharan Africa 13770 11.4%
 
Southeast Asia 10053 8.3%
 
Eastern Europe 4679 < 0.1%
 
Western Europe 4402 < 0.1%
 
South America 4041 < 0.1%
 
North America 989 < 0.1%
 
Central Asia 359 < 0.1%
 
East Asia 340 < 0.1%
 
Other values (2) 442 < 0.1%
 
Max length27
Mean length17.39
Min length9
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

related
Categorical

Distinct count9499
Unique (%)7.9%
Missing (%)84.3%
Missing (n)101474
201612010023, 201612010024, 201612010025, 201612010026, 201612010027, 201612010028, 201612010029, 201612010030, 201612010031, 201612010032, 201612010033, 201612010034, 201612010035, 201612010036, 201612010037, 201612010038, 201612010039, 201612010040, 201612010041, 201612010042, 201612010043, 201612010044, 201612010045, 201612010046, 201612010047, 201612010048, 201612010049, 201612010050, 201612010051, 201612010052, 201612010053, 201612010054, 201612010055, 201612010056, 201612010057, 201612010058, 201612010059, 201612010060, 201612010061, 201612010062, 201612010063, 201612010064, 201612010065, 201612010066, 201612010067, 201612010068, 201612010069, 201612010070, 201612010071, 201612010072, 201612010073, 201612010074, 201612010075, 201612010076, 201612010077, 201612010078, 201612010079, 201612010080, 201612010081, 201612010082, 201612010083, 201612010084, 201612010085, 201612010086, 201612010087, 201612010088, 201612010089, 201612010090, 201612010091, 201612010092, 201612010093, 201612010094, 201612010095, 201612010096, 201612010097, 201612010098, 201612010099, 201612010100, 201612010101, 201612010102
 
80
201601110033, 201601110034, 201601110035, 201601110036, 201601110037, 201601110038, 201601110039, 201601110040, 201601110041, 201601110042, 201601110043, 201601110044, 201601110045, 201601110046, 201601110047, 201601110048, 201601110049, 201601110050, 201601110051, 201601110052, 201601110053, 201601110054, 201601110055, 201601110056, 201601110057, 201601110058, 201601110059, 201601110060, 201601110061, 201601110062, 201601110063, 201601110064, 201601110065, 201601110066, 201601110067, 201601110068, 201601110069, 201601110070, 201601110071, 201601110072, 201601110073, 201601110074, 201601110075, 201601120029, 201601120030, 201601120031, 201601120032, 201601120033, 201601120034, 201601120035, 201601120037
 
51
201401030057, 201401030058, 201401030061, 201401030062, 201401030063, 201401030067, 201401030068, 201401030069, 201401030070, 201401030083, 201401030084, 201401030085, 201401030086, 201401030087, 201401040052, 201401040053, 201401040054, 201401040055, 201401040056, 201401040058, 201401040063, 201401040064, 201401040066, 201401040067, 201401040068, 201401040065, 201401040071, 201401040072, 201401040073, 201401040074, 201401040075, 201401040076, 201401040077, 201401040081, 201401040082, 201401040083, 201401040084, 201401040089, 201401040120, 201401040122, 201401040123, 201401040124, 201401040125, 201401040146, 201401040172, 201401040173, 201401040174, 201401040175, 201401050052
 
49
Other values (9495)
 
18785
(Missing)
101474
ValueCountFrequency (%) 
201612010023, 201612010024, 201612010025, 201612010026, 201612010027, 201612010028, 201612010029, 201612010030, 201612010031, 201612010032, 201612010033, 201612010034, 201612010035, 201612010036, 201612010037, 201612010038, 201612010039, 201612010040, 201612010041, 201612010042, 201612010043, 201612010044, 201612010045, 201612010046, 201612010047, 201612010048, 201612010049, 201612010050, 201612010051, 201612010052, 201612010053, 201612010054, 201612010055, 201612010056, 201612010057, 201612010058, 201612010059, 201612010060, 201612010061, 201612010062, 201612010063, 201612010064, 201612010065, 201612010066, 201612010067, 201612010068, 201612010069, 201612010070, 201612010071, 201612010072, 201612010073, 201612010074, 201612010075, 201612010076, 201612010077, 201612010078, 201612010079, 201612010080, 201612010081, 201612010082, 201612010083, 201612010084, 201612010085, 201612010086, 201612010087, 201612010088, 201612010089, 201612010090, 201612010091, 201612010092, 201612010093, 201612010094, 201612010095, 201612010096, 201612010097, 201612010098, 201612010099, 201612010100, 201612010101, 201612010102 80 < 0.1%
 
201601110033, 201601110034, 201601110035, 201601110036, 201601110037, 201601110038, 201601110039, 201601110040, 201601110041, 201601110042, 201601110043, 201601110044, 201601110045, 201601110046, 201601110047, 201601110048, 201601110049, 201601110050, 201601110051, 201601110052, 201601110053, 201601110054, 201601110055, 201601110056, 201601110057, 201601110058, 201601110059, 201601110060, 201601110061, 201601110062, 201601110063, 201601110064, 201601110065, 201601110066, 201601110067, 201601110068, 201601110069, 201601110070, 201601110071, 201601110072, 201601110073, 201601110074, 201601110075, 201601120029, 201601120030, 201601120031, 201601120032, 201601120033, 201601120034, 201601120035, 201601120037 51 < 0.1%
 
201401030057, 201401030058, 201401030061, 201401030062, 201401030063, 201401030067, 201401030068, 201401030069, 201401030070, 201401030083, 201401030084, 201401030085, 201401030086, 201401030087, 201401040052, 201401040053, 201401040054, 201401040055, 201401040056, 201401040058, 201401040063, 201401040064, 201401040066, 201401040067, 201401040068, 201401040065, 201401040071, 201401040072, 201401040073, 201401040074, 201401040075, 201401040076, 201401040077, 201401040081, 201401040082, 201401040083, 201401040084, 201401040089, 201401040120, 201401040122, 201401040123, 201401040124, 201401040125, 201401040146, 201401040172, 201401040173, 201401040174, 201401040175, 201401050052 49 < 0.1%
 
201204190002, 201204190003, 201204190004, 201204190005, 201204190006, 201204190007, 201204190008, 201204190010, 201204190011, 201204190012, 201204190013, 201204190014, 201204190015, 201204190017, 201204190018, 201204190019, 201204190020, 201204190021, 201204190022, 201204190023, 201204190024, 201204190025, 201204190026, 201204190027, 201204190028, 201204190029, 201204190030, 201204190031, 201204190032, 201204190033, 201204190034, 201204190035, 201204190036, 201204190037, 201204190038, 201204190039, 201204190040, 201204190041, 201204190042, 201204190043, 201204190046, 201204190047, 201204190048 43 < 0.1%
 
201704070001, 201704070002, 201704070003, 201704070004, 201704070005, 201704070006, 201704070007, 201704070008, 201704070009, 201704070010, 201704070011, 201704070012, 201704070013, 201704070014, 201704070015, 201704070016, 201704070017, 201704070018, 201704070019, 201704070020, 201704070021, 201704070022, 201704070023, 201704070024, 201704070025, 201704070026, 201704070027, 201704070028, 201704070029, 201704070030, 201704070031, 201704070032, 201704070033, 201704070034, 201704070035, 201704070036, 201704070037, 201704070061, 201704070062, 201704070063, 201704080001, 201704080002 42 < 0.1%
 
201207230005, 201207230006, 201207230007, 201207230008, 201207230009, 201207230010, 201207230011, 201207230012, 201207230013, 201207230014, 201207230015, 201207230017, 201207230018, 201207230021, 201207230022, 201207230023, 201207230024, 201207230025, 201207230026, 201207230027, 201207230028, 201207230029, 201207230030, 201207230031, 201207230032, 201207230033, 201207230034, 201207230035, 201207230036, 201207230037, 201207230038, 201207230039, 201207230040, 201207230041, 201207230042, 201207230043, 201207230044, 201207230045, 201207230046, 201207230047, 201207230048 41 < 0.1%
 
201209090002, 201209090003, 201209090004, 201209090005, 201209090006, 201209090007, 201209090008, 201209090009, 201209090010, 201209090011, 201209090012, 201209090013, 201209090014, 201209090015, 201209090016, 201209090017, 201209090018, 201209090019, 201209090020, 201209090021, 201209090022, 201209090023, 201209090024, 201209090025, 201209090026, 201209090027, 201209090028, 201209090029, 201209090031, 201209090032, 201209090033, 201209090034, 201209090035, 201209090048, 201209090049, 201209090050 36 < 0.1%
 
201310090029, 201310090032, 201310090033, 201310090036, 201310090037, 201310090038, 201310090039, 201310090040, 201310090041, 201310090042, 201310090043, 201310090044, 201310090045, 201310090046, 201310090047, 201310090048, 201310090049, 201310090050, 201310090051, 201310090052, 201310090053, 201310090054, 201310090055, 201310090056, 201310090057, 201310090058, 201310090061, 201310090062, 201310090102, 201310090103, 201310090104, 201310090105, 201310090106, 201310090107, 201310090108, 201310090109 36 < 0.1%
 
201304150006, 201304150008, 201304150009, 201304150010, 201304150011, 201304150012, 201304150013, 201304150014, 201304150015, 201304150016, 201304150018, 201304150019, 201304150020, 201304150021, 201304150022, 201304150023, 201304150024, 201304150025, 201304150026, 201304150027, 201304150028, 201304150036, 201304150037, 201304150038, 201304150039, 201304150041, 201304150042, 201304150043, 201304150044, 201304150045, 201304150048, 201304150049, 201304150059, 201304150060, 201304150061 35 < 0.1%
 
201704210006, 201704210007, 201704210008, 201704210009, 201704210010, 201704210011, 201704210012, 201704210013, 201704210014, 201704210015, 201704210016, 201704210017, 201704210018, 201704210019, 201704210020, 201704210021, 201704210022, 201704210023, 201704210024, 201704210025, 201704210026, 201704210027, 201704210028, 201704210029, 201704210030, 201704210031, 201704210032, 201704210033, 201704210034, 201704210035, 201704210036, 201704210037, 201704210038, 201704210039 34 < 0.1%
 
Other values (9488) 18518 15.4%
 
(Missing) 101474 84.3%
 
Max length1118
Mean length16.237
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

resolution
Categorical

Distinct count921
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119308
1998-08-04 00:00:00
 
18
2010-01-08 00:00:00
 
8
2005-10-14 00:00:00
 
8
Other values (917)
 
1097
(Missing)
119308
ValueCountFrequency (%) 
1998-08-04 00:00:00 18 < 0.1%
 
2010-01-08 00:00:00 8 < 0.1%
 
2005-10-14 00:00:00 8 < 0.1%
 
2003-08-18 00:00:00 7 < 0.1%
 
2008-11-29 00:00:00 7 < 0.1%
 
1997-09-04 00:00:00 6 < 0.1%
 
2004-04-16 00:00:00 4 < 0.1%
 
2008-07-04 00:00:00 4 < 0.1%
 
2010-10-31 00:00:00 4 < 0.1%
 
1997-03-19 00:00:00 4 < 0.1%
 
Other values (910) 1061 < 0.1%
 
(Missing) 119308 > 99.9%
 
Max length19
Mean length3.1503
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

scite1
Categorical

Distinct count83334
Unique (%)69.2%
Missing (%)5.2%
Missing (n)6268
"ISIS detonates 5 empty homes in Daur using IEDs," Iraqi News, September 28, 2016.
 
106
"Iraq: Roundup of Security Incidents 18-24 March 2014," OSC Summary, March 25, 2014.
 
92
"Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016.
 
80
Other values (83330)
113893
(Missing)
 
6268
ValueCountFrequency (%) 
"ISIS detonates 5 empty homes in Daur using IEDs," Iraqi News, September 28, 2016. 106 < 0.1%
 
"Iraq: Roundup of Security Incidents 18-24 March 2014," OSC Summary, March 25, 2014. 92 < 0.1%
 
"Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016. 80 < 0.1%
 
Edward F. Mickolus, Terrorism, 1996-2001 : A Chronology, Imprint Westport, CT: Greenwood Press, 2002. 77 < 0.1%
 
Edward F. Mickolus, Terrorism, 1996-2001: A Chronology, Imprint Westport, CT: Greenwood Press, 2002. 70 < 0.1%
 
"Iraq: Roundup of Security Incidents 08-14 July 2014," OSC Summary, July 14, 2014. 68 < 0.1%
 
"Iraq: Roundup of Security Incidents 20-26 May 2014," OSC Summary, May 27, 2014. 64 < 0.1%
 
"Iraq: Roundup of Security Incidents 11-17 November 2014," OSC Summary, November 11, 2014. 62 < 0.1%
 
"Iraq: Roundup of Violent Activities Targeting Civilians February 2017," Summary, March 13, 2017. 61 < 0.1%
 
"Iraq: Roundup of Security Incidents 03 - 09 February 2014," OSC Summary, February 11, 2014. 59 < 0.1%
 
Other values (83323) 113432 94.2%
 
(Missing) 6268 5.2%
 
Max length566
Mean length97.023
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

scite2
Categorical

Distinct count61598
Unique (%)51.1%
Missing (%)37.1%
Missing (n)44698
"Iraq: Security Roundup 1900 GMT 27 September 2016," Summary, September 27, 2016.
 
100
"Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016.
 
63
"IS ignites sectarian tensions in multiple Iraq bombings," Middle East Eye, January 12, 2016.
 
43
Other values (61594)
75535
(Missing)
44698
ValueCountFrequency (%) 
"Iraq: Security Roundup 1900 GMT 27 September 2016," Summary, September 27, 2016. 100 < 0.1%
 
"Attack on 80 electricity towers in Anbar leaves 2 casualties," Iraqi News, December 1, 2016. 63 < 0.1%
 
"IS ignites sectarian tensions in multiple Iraq bombings," Middle East Eye, January 12, 2016. 43 < 0.1%
 
"Motive sought for attacks in deep South," The Nation (Thailand), April 8, 2017. 42 < 0.1%
 
“Terrorist Attacks: The Positive Outcomes,” The Jakarta Post, December 26, 2002. 39 < 0.1%
 
"Dhaka: Election Official Killed, 150 Polling Centers Burnt as Violence Peaks on Eve of General Poll," New Age Online, January 5, 2014. 35 < 0.1%
 
"Selection List: Thai Press From Pattani, Yala, Narathiwat Provinces 14-20 October 2013," OSC Summary, October 14, 2013. 32 < 0.1%
 
"Iraq: Roundup of Violent Activities Targeting Civilians March 2017," Summary, April 11, 2017. 30 < 0.1%
 
"Three more bombs hit Yala," Bangkok Post, May 16, 2015. 30 < 0.1%
 
"Wave of attacks kills 88 in Iraq," Agence France Presse -- English, September 9, 2012. 30 < 0.1%
 
Other values (61587) 75297 62.5%
 
(Missing) 44698 37.1%
 
Max length561
Mean length67.177
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

scite3
Categorical

Distinct count35693
Unique (%)29.6%
Missing (%)64.6%
Missing (n)77776
"Iraq Security Roundup 27 September - 3 October 2016," Summary, September 27, 2016.
 
101
"Rights group: Iraqi Shia militias behind revenge attacks," Al Ahram, January 31, 2016.
 
51
"Insurgent bombs target power supply in far South," Bangkok Post, April 7, 2017.
 
42
Other values (35689)
42469
(Missing)
77776
ValueCountFrequency (%) 
"Iraq Security Roundup 27 September - 3 October 2016," Summary, September 27, 2016. 101 < 0.1%
 
"Rights group: Iraqi Shia militias behind revenge attacks," Al Ahram, January 31, 2016. 51 < 0.1%
 
"Insurgent bombs target power supply in far South," Bangkok Post, April 7, 2017. 42 < 0.1%
 
“'At Least' 15 People Killed in Christmas Eve Bombings Across Indonesia,” The Jakarta Post (Internet Version-WWW), December 25, 2000. 39 < 0.1%
 
"Thailand: Weekly Summary of Violent Incidents in Deep South Provinces 1-7 Aug 16," Southern Border Provinces News Database, August 1, 2016. 31 < 0.1%
 
"Thailand: More bomb explosions rock Yala town," Thai PBS Online, May 16, 2015. 30 < 0.1%
 
"'Despicable' bombings kill dozens in Iraq," CNN Wire, June 13, 2012. 26 < 0.1%
 
"Thailand: ATMs bombed at more than 20 locations in southern provinces," Thai News Service, October 10, 2013. 25 < 0.1%
 
"Fulani herdsmen kill 18 , sack 24 communities in Benue," People Daily, February 10, 2015. 24 < 0.1%
 
"Violence continues in Myanmar’s Rakhine State," Hindustan Times, August 26, 2017. 23 < 0.1%
 
Other values (35682) 42271 35.1%
 
(Missing) 77776 64.6%
 
Max length545
Mean length38.283
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

specificity
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)6
Infinite (%)0.0%
Infinite (n)0
Mean1.4665
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median1
Q31
95-th percentile4
Maximum5
Range4
Interquartile range0

Descriptive statistics

Standard deviation0.93672
Coef of variation0.63873
Kurtosis2.5376
Mean1.4665
MAD0.7165
Skewness1.9046
Sum1.7662e+05
Variance0.87744
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
1 92480 76.8%
 
3 12835 10.7%
 
2 8058 6.7%
 
4 5782 < 0.1%
 
5 1278 < 0.1%
 
(Missing) 6 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 92480 76.8%
 
2 8058 6.7%
 
3 12835 10.7%
 
4 5782 < 0.1%
 
5 1278 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 1278 < 0.1%
 
4 5782 < 0.1%
 
3 12835 10.7%
 
2 8058 6.7%
 
1 92480 76.8%
 

success
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
105518
0
 
14921
ValueCountFrequency (%) 
1 105518 87.6%
 
0 14921 12.4%
 

suicide
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
113882
1
 
6557
ValueCountFrequency (%) 
0 113882 94.6%
 
1 6557 5.4%
 

summary
Categorical

Distinct count111199
Unique (%)92.3%
Missing (%)5.2%
Missing (n)6206
09/00/2016: Sometime between September 18, 2016 and September 24, 2016, assailants detonated an explosive device at a civilian house in Dawr, Saladin, Iraq. There were no reported casualties resulting from the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Islamic State of Iraq and the Levant (ISIL).
 
100
12/01/2016: Assailants detonated explosive devices that destroyed an electricity transmission tower in Albu Bali, Al Anbar, Iraq. This was one of 80 similar attacks targeting towers that resulted in the death of two military engineering team members. No group claimed responsibility for the incidents.
 
80
05/29/2016: Security forces discovered and defused an explosives-rigged house in Sejar, Al Anbar, Iraq. No group claimed responsibility for the incident.
 
50
Other values (111195)
114003
(Missing)
 
6206
ValueCountFrequency (%) 
09/00/2016: Sometime between September 18, 2016 and September 24, 2016, assailants detonated an explosive device at a civilian house in Dawr, Saladin, Iraq. There were no reported casualties resulting from the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Islamic State of Iraq and the Levant (ISIL). 100 < 0.1%
 
12/01/2016: Assailants detonated explosive devices that destroyed an electricity transmission tower in Albu Bali, Al Anbar, Iraq. This was one of 80 similar attacks targeting towers that resulted in the death of two military engineering team members. No group claimed responsibility for the incidents. 80 < 0.1%
 
05/29/2016: Security forces discovered and defused an explosives-rigged house in Sejar, Al Anbar, Iraq. No group claimed responsibility for the incident. 50 < 0.1%
 
01/11/2016: Assailants set fire to a shop in Muqdadiyah, Diyala governorate, Iraq. There were no reported casualties in the incident. This was one of 36 shops set alight and one of 51 attacks in and around Muqdadiyah on the same day. No group claimed responsibility; however, sources attributed the incidents to Asa'ib Ahl al-Haqq and the Badr Brigades. 36 < 0.1%
 
07/22/2016: Security forces discovered and defused an explosives-rigged house in Saqlawiyah, Al Anbar, Iraq. No group claimed responsibility for the incident. 36 < 0.1%
 
04/21/2017: Security forces discovered and defused an explosives-rigged house in Hayy ath-Thawrah neighborhood, Mosul, Nineveh, Iraq. This was one of 34 similar events in the area on this date. No group claimed responsibility for the incident. 34 < 0.1%
 
08/08/2016: Security forces discovered and defused an explosives-rigged house in Khalidiyah, Al Anbar, Iraq. No group claimed responsibility for the incident. 30 < 0.1%
 
06/05/2016: Security forces discovered and defused an explosives-rigged house in Rutbah, Al Anbar, Iraq. No group claimed responsibility for the incident. 30 < 0.1%
 
10/23/2016: Security forces discovered and defused an explosives-rigged house in Dulab, Al Anbar, Iraq. No group claimed responsibility for the incident. 27 < 0.1%
 
07/00/2014: Sometime between July 1 and July 14, 2014, an explosive device detonated at a private residence in Azim area, Diyala governorate, Iraq. There were no reported casualties; however, the house was damaged in the blast. This was one of 27 similar attacks on private residences in this area over a two week period. No group claimed responsibility for the incident; however, sources attributed the attack the to the Islamic State of Iraq and the Levant (ISIL). 27 < 0.1%
 
Other values (111188) 113783 94.5%
 
(Missing) 6206 5.2%
 
Max length2431
Mean length282.65
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

target1
Categorical

Distinct count52162
Unique (%)43.3%
Missing (%)< 0.1%
Missing (n)211
Civilians
 
6457
Unknown
 
5884
Soldiers
 
3132
Other values (52158)
104755
ValueCountFrequency (%) 
Civilians 6457 5.4%
 
Unknown 5884 < 0.1%
 
Soldiers 3132 < 0.1%
 
Checkpoint 2878 < 0.1%
 
Patrol 2703 < 0.1%
 
Vehicle 2452 < 0.1%
 
Officers 1781 < 0.1%
 
Village 1614 < 0.1%
 
Convoy 1224 < 0.1%
 
Market 1148 < 0.1%
 
Other values (52151) 90955 75.5%
 
Max length343
Mean length21.546
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

target2
Categorical

Distinct count4546
Unique (%)< 0.1%
Missing (%)91.3%
Missing (n)109994
Civilians
 
2375
Soldiers
 
297
Civilian
 
273
Other values (4542)
 
7500
(Missing)
109994
ValueCountFrequency (%) 
Civilians 2375 < 0.1%
 
Soldiers 297 < 0.1%
 
Civilian 273 < 0.1%
 
Members 257 < 0.1%
 
Officers 196 < 0.1%
 
Unknown 84 < 0.1%
 
Convoy 81 < 0.1%
 
Vehicle 75 < 0.1%
 
Teachers 72 < 0.1%
 
Civilians were targeted. 71 < 0.1%
 
Other values (4535) 6664 5.5%
 
(Missing) 109994 91.3%
 
Max length169
Mean length4.5416
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

target3
Categorical

Distinct count643
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119363
Civilians
 
200
Members
 
26
Civilian
 
26
Other values (639)
 
824
(Missing)
119363
ValueCountFrequency (%) 
Civilians 200 < 0.1%
 
Members 26 < 0.1%
 
Civilian 26 < 0.1%
 
1 orphanage 25 < 0.1%
 
Officers 18 < 0.1%
 
Soldiers 18 < 0.1%
 
Unknown 12 < 0.1%
 
Town 8 < 0.1%
 
Vehicle 7 < 0.1%
 
Employees 7 < 0.1%
 
Other values (632) 729 < 0.1%
 
(Missing) 119363 > 99.9%
 
Max length178
Mean length3.1805
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

targsubtype1
Numeric

Distinct count113
Unique (%)< 0.1%
Missing (%)6.3%
Missing (n)7600
Infinite (%)0.0%
Infinite (n)0
Mean47.945
Minimum1
Maximum113
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile7
Q123
Median36
Q374
95-th percentile100
Maximum113
Range112
Interquartile range51

Descriptive statistics

Standard deviation29.731
Coef of variation0.6201
Kurtosis-1.1141
Mean47.945
MAD26.767
Skewness0.36016
Sum5.4101e+06
Variance883.94
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
67 10247 8.5%
 
25 7661 6.4%
 
34 6486 5.4%
 
18 5024 < 0.1%
 
75 4350 < 0.1%
 
23 3930 < 0.1%
 
22 3867 < 0.1%
 
27 3764 < 0.1%
 
29 3663 < 0.1%
 
15 3567 < 0.1%
 
Other values (102) 60280 50.1%
 
(Missing) 7600 6.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1 763 < 0.1%
 
2 1204 < 0.1%
 
3 785 < 0.1%
 
4 250 < 0.1%
 
5 448 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
113 438 < 0.1%
 
112 53 < 0.1%
 
111 75 < 0.1%
 
110 195 < 0.1%
 
109 977 < 0.1%
 

targsubtype1_txt
Categorical

Distinct count113
Unique (%)< 0.1%
Missing (%)6.3%
Missing (n)7600
Unnamed Civilian/Unspecified
 
10247
Police Security Forces/Officers
 
7661
Military Personnel (soldiers, troops, officers, forces)
 
6486
Other values (109)
88445
(Missing)
 
7600
ValueCountFrequency (%) 
Unnamed Civilian/Unspecified 10247 8.5%
 
Police Security Forces/Officers 7661 6.4%
 
Military Personnel (soldiers, troops, officers, forces) 6486 5.4%
 
Government Personnel (excluding police, military) 5024 < 0.1%
 
Village/City/Town/Suburb 4350 < 0.1%
 
Police Patrol (including vehicles and convoys) 3930 < 0.1%
 
Police Building (headquarters, station, school) 3867 < 0.1%
 
Military Barracks/Base/Headquarters/Checkpost 3764 < 0.1%
 
Military Unit/Patrol/Convoy 3663 < 0.1%
 
Politician or Political Party Movement/Meeting/Rally 3567 < 0.1%
 
Other values (102) 60280 50.1%
 
(Missing) 7600 6.3%
 
Max length71
Mean length28.805
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

targsubtype2
Numeric

Distinct count107
Unique (%)< 0.1%
Missing (%)91.5%
Missing (n)110243
Infinite (%)0.0%
Infinite (n)0
Mean55.657
Minimum1
Maximum113
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile10
Q134
Median67
Q369
95-th percentile94
Maximum113
Range112
Interquartile range35

Descriptive statistics

Standard deviation25.354
Coef of variation0.45555
Kurtosis-0.79747
Mean55.657
MAD22.039
Skewness-0.39739
Sum5.6748e+05
Variance642.84
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
67 3453 < 0.1%
 
25 793 < 0.1%
 
34 718 < 0.1%
 
94 400 < 0.1%
 
77 315 < 0.1%
 
68 283 < 0.1%
 
71 266 < 0.1%
 
76 228 < 0.1%
 
27 193 < 0.1%
 
75 178 < 0.1%
 
Other values (96) 3369 < 0.1%
 
(Missing) 110243 91.5%
 

Minimum 5 values

ValueCountFrequency (%) 
1 60 < 0.1%
 
2 82 < 0.1%
 
3 43 < 0.1%
 
4 27 < 0.1%
 
5 23 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
113 19 < 0.1%
 
112 1 < 0.1%
 
111 3 < 0.1%
 
110 3 < 0.1%
 
109 19 < 0.1%
 

targsubtype2_txt
Categorical

Distinct count107
Unique (%)< 0.1%
Missing (%)91.5%
Missing (n)110243
Unnamed Civilian/Unspecified
 
3453
Police Security Forces/Officers
 
793
Military Personnel (soldiers, troops, officers, forces)
 
718
Other values (103)
 
5232
(Missing)
110243
ValueCountFrequency (%) 
Unnamed Civilian/Unspecified 3453 < 0.1%
 
Police Security Forces/Officers 793 < 0.1%
 
Military Personnel (soldiers, troops, officers, forces) 718 < 0.1%
 
Non-State Militia 400 < 0.1%
 
Laborer (General)/Occupation Identified 315 < 0.1%
 
Named Civilian 283 < 0.1%
 
Race/Ethnicity Identified 266 < 0.1%
 
House/Apartment/Residence 228 < 0.1%
 
Military Barracks/Base/Headquarters/Checkpost 193 < 0.1%
 
Village/City/Town/Suburb 178 < 0.1%
 
Other values (96) 3369 < 0.1%
 
(Missing) 110243 91.5%
 
Max length71
Mean length5.229
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

targsubtype3
Numeric

Distinct count91
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119419
Infinite (%)0.0%
Infinite (n)0
Mean56.043
Minimum1
Maximum113
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile7
Q134
Median67
Q373
95-th percentile94
Maximum113
Range112
Interquartile range39

Descriptive statistics

Standard deviation25.96
Coef of variation0.46322
Kurtosis-0.77452
Mean56.043
MAD22.419
Skewness-0.54995
Sum57164
Variance673.95
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
67 321 < 0.1%
 
25 79 < 0.1%
 
34 54 < 0.1%
 
77 46 < 0.1%
 
76 39 < 0.1%
 
73 28 < 0.1%
 
87 25 < 0.1%
 
75 24 < 0.1%
 
94 22 < 0.1%
 
18 21 < 0.1%
 
Other values (80) 361 < 0.1%
 
(Missing) 119419 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 11 < 0.1%
 
2 15 < 0.1%
 
3 10 < 0.1%
 
4 1 < 0.1%
 
5 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
113 1 < 0.1%
 
109 1 < 0.1%
 
107 2 < 0.1%
 
105 1 < 0.1%
 
104 1 < 0.1%
 

targsubtype3_txt
Categorical

Distinct count91
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119419
Unnamed Civilian/Unspecified
 
321
Police Security Forces/Officers
 
79
Military Personnel (soldiers, troops, officers, forces)
 
54
Other values (87)
 
566
(Missing)
119419
ValueCountFrequency (%) 
Unnamed Civilian/Unspecified 321 < 0.1%
 
Police Security Forces/Officers 79 < 0.1%
 
Military Personnel (soldiers, troops, officers, forces) 54 < 0.1%
 
Laborer (General)/Occupation Identified 46 < 0.1%
 
House/Apartment/Residence 39 < 0.1%
 
Vehicles/Transportation 28 < 0.1%
 
Affiliated Institution 25 < 0.1%
 
Village/City/Town/Suburb 24 < 0.1%
 
Non-State Militia 22 < 0.1%
 
Government Personnel (excluding police, military) 21 < 0.1%
 
Other values (80) 361 < 0.1%
 
(Missing) 119419 > 99.9%
 
Max length71
Mean length3.2151
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

targtype1
Highly correlated

This variable is highly correlated with targsubtype1 and should be ignored for analysis

Correlation0.98007

targtype1_txt
Categorical

Distinct count22
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Private Citizens & Property
32849
Military
19124
Police
17527
Other values (19)
50939
ValueCountFrequency (%) 
Private Citizens & Property 32849 27.3%
 
Military 19124 15.9%
 
Police 17527 14.6%
 
Government (General) 13509 11.2%
 
Business 10141 8.4%
 
Unknown 5418 < 0.1%
 
Transportation 3672 < 0.1%
 
Religious Figures/Institutions 3358 < 0.1%
 
Educational Institution 3109 < 0.1%
 
Utilities 2505 < 0.1%
 
Other values (12) 9227 7.7%
 
Max length30
Mean length16.351
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

targtype2
Highly correlated

This variable is highly correlated with targsubtype2 and should be ignored for analysis

Correlation0.97232

targtype2_txt
Categorical

Distinct count22
Unique (%)< 0.1%
Missing (%)91.3%
Missing (n)109951
Private Citizens & Property
 
5442
Military
 
1259
Police
 
1099
Other values (18)
 
2688
(Missing)
109951
ValueCountFrequency (%) 
Private Citizens & Property 5442 < 0.1%
 
Military 1259 < 0.1%
 
Police 1099 < 0.1%
 
Business 720 < 0.1%
 
Terrorists/Non-State Militia 476 < 0.1%
 
Government (General) 442 < 0.1%
 
Educational Institution 218 < 0.1%
 
Religious Figures/Institutions 162 < 0.1%
 
Transportation 142 < 0.1%
 
Journalists & Media 103 < 0.1%
 
Other values (11) 425 < 0.1%
 
(Missing) 109951 91.3%
 
Max length30
Mean length4.4901
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

targtype3
Highly correlated

This variable is highly correlated with targsubtype3 and should be ignored for analysis

Correlation0.97418

targtype3_txt
Categorical

Distinct count21
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119364
Private Citizens & Property
 
533
Business
 
102
Police
 
99
Other values (17)
 
341
(Missing)
119364
ValueCountFrequency (%) 
Private Citizens & Property 533 < 0.1%
 
Business 102 < 0.1%
 
Police 99 < 0.1%
 
Military 88 < 0.1%
 
Government (General) 56 < 0.1%
 
Religious Figures/Institutions 37 < 0.1%
 
Terrorists/Non-State Militia 30 < 0.1%
 
NGO 21 < 0.1%
 
Government (Diplomatic) 19 < 0.1%
 
Tourists 16 < 0.1%
 
Other values (10) 74 < 0.1%
 
(Missing) 119364 > 99.9%
 
Max length30
Mean length3.1512
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

vicinity
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
110018
1
 
10386
-9
 
35
ValueCountFrequency (%) 
0 110018 91.3%
 
1 10386 8.6%
 
-9 35 < 0.1%
 
Max length2
Mean length1.0003
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

weapdetail
Categorical

Distinct count17019
Unique (%)14.1%
Missing (%)51.4%
Missing (n)61850
Unknown firearms were used in the attack.
 
4030
A roadside bomb was used in the attack.
 
3616
An improvised explosive device was used in the attack.
 
3023
Other values (17015)
47920
(Missing)
61850
ValueCountFrequency (%) 
Unknown firearms were used in the attack. 4030 < 0.1%
 
A roadside bomb was used in the attack. 3616 < 0.1%
 
An improvised explosive device was used in the attack. 3023 < 0.1%
 
Firearm 1491 < 0.1%
 
Explosive 1486 < 0.1%
 
Unknown explosives were used in the attack. 1072 < 0.1%
 
Mortars were used in the attack. 849 < 0.1%
 
Unknown weapons were used in the attack. 774 < 0.1%
 
Rockets were used in the attack. 682 < 0.1%
 
A rocket was used in the attack. 648 < 0.1%
 
Other values (17008) 40918 34.0%
 
(Missing) 61850 51.4%
 
Max length656
Mean length25.352
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

weapsubtype1
Numeric

Distinct count31
Unique (%)< 0.1%
Missing (%)8.9%
Missing (n)10733
Infinite (%)0.0%
Infinite (n)0
Mean11.668
Minimum1
Maximum31
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile4
Q15
Median12
Q316
95-th percentile20
Maximum31
Range30
Interquartile range11

Descriptive statistics

Standard deviation6.0933
Coef of variation0.52221
Kurtosis-0.21823
Mean11.668
MAD5.2722
Skewness0.36292
Sum1.2801e+06
Variance37.128
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
5 29502 24.5%
 
16 23916 19.9%
 
15 8995 7.5%
 
11 8927 7.4%
 
17 7215 6.0%
 
7 4257 < 0.1%
 
18 3855 < 0.1%
 
8 3615 < 0.1%
 
2 3376 < 0.1%
 
13 3220 < 0.1%
 
Other values (20) 12828 10.7%
 
(Missing) 10733 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 70 < 0.1%
 
2 3376 < 0.1%
 
3 1533 < 0.1%
 
4 678 < 0.1%
 
5 29502 24.5%
 

Maximum 5 values

ValueCountFrequency (%) 
31 455 < 0.1%
 
30 63 < 0.1%
 
29 1582 < 0.1%
 
28 488 < 0.1%
 
27 95 < 0.1%
 

weapsubtype1_txt
Categorical

Distinct count31
Unique (%)< 0.1%
Missing (%)8.9%
Missing (n)10733
Unknown Gun Type
29502
Unknown Explosive Type
23916
Vehicle
 
8995
Other values (27)
47293
(Missing)
10733
ValueCountFrequency (%) 
Unknown Gun Type 29502 24.5%
 
Unknown Explosive Type 23916 19.9%
 
Vehicle 8995 7.5%
 
Projectile (rockets, mortars, RPGs, etc.) 8927 7.4%
 
Other Explosive Type 7215 6.0%
 
Grenade 4257 < 0.1%
 
Arson/Fire 3855 < 0.1%
 
Landmine 3615 < 0.1%
 
Automatic or Semi-Automatic Rifle 3376 < 0.1%
 
Suicide (carried bodily by human being) 3220 < 0.1%
 
Other values (20) 12828 10.7%
 
(Missing) 10733 8.9%
 
Max length41
Mean length17.836
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

weapsubtype2
Numeric

Distinct count29
Unique (%)< 0.1%
Missing (%)92.7%
Missing (n)111664
Infinite (%)0.0%
Infinite (n)0
Mean10.956
Minimum1
Maximum31
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q15
Median7
Q318
95-th percentile23
Maximum31
Range30
Interquartile range13

Descriptive statistics

Standard deviation7.6669
Coef of variation0.69982
Kurtosis-1.3378
Mean10.956
MAD7.0453
Skewness0.4011
Sum96135
Variance58.782
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
5 2502 < 0.1%
 
18 1463 < 0.1%
 
2 1177 < 0.1%
 
23 734 < 0.1%
 
16 459 < 0.1%
 
11 441 < 0.1%
 
7 366 < 0.1%
 
3 234 < 0.1%
 
4 234 < 0.1%
 
13 187 < 0.1%
 
Other values (18) 978 < 0.1%
 
(Missing) 111664 92.7%
 

Minimum 5 values

ValueCountFrequency (%) 
1 21 < 0.1%
 
2 1177 < 0.1%
 
3 234 < 0.1%
 
4 234 < 0.1%
 
5 2502 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
31 5 < 0.1%
 
30 5 < 0.1%
 
28 17 < 0.1%
 
27 139 < 0.1%
 
26 1 < 0.1%
 

weapsubtype2_txt
Categorical

Distinct count29
Unique (%)< 0.1%
Missing (%)92.7%
Missing (n)111664
Unknown Gun Type
 
2502
Arson/Fire
 
1463
Automatic or Semi-Automatic Rifle
 
1177
Other values (25)
 
3633
(Missing)
111664
ValueCountFrequency (%) 
Unknown Gun Type 2502 < 0.1%
 
Arson/Fire 1463 < 0.1%
 
Automatic or Semi-Automatic Rifle 1177 < 0.1%
 
Knife or Other Sharp Object 734 < 0.1%
 
Unknown Explosive Type 459 < 0.1%
 
Projectile (rockets, mortars, RPGs, etc.) 441 < 0.1%
 
Grenade 366 < 0.1%
 
Rifle/Shotgun (non-automatic) 234 < 0.1%
 
Handgun 234 < 0.1%
 
Suicide (carried bodily by human being) 187 < 0.1%
 
Other values (18) 978 < 0.1%
 
(Missing) 111664 92.7%
 
Max length41
Mean length4.2562
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

weapsubtype3
Numeric

Distinct count23
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119098
Infinite (%)0.0%
Infinite (n)0
Mean12.05
Minimum1
Maximum28
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q14
Median11
Q321
95-th percentile23
Maximum28
Range27
Interquartile range17

Descriptive statistics

Standard deviation8.6114
Coef of variation0.71464
Kurtosis-1.7152
Mean12.05
MAD8.2581
Skewness0.14777
Sum16159
Variance74.156
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
5 290 < 0.1%
 
23 245 < 0.1%
 
2 230 < 0.1%
 
18 170 < 0.1%
 
4 68 < 0.1%
 
19 66 < 0.1%
 
21 43 < 0.1%
 
3 42 < 0.1%
 
11 32 < 0.1%
 
16 29 < 0.1%
 
Other values (12) 126 < 0.1%
 
(Missing) 119098 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 2 < 0.1%
 
2 230 < 0.1%
 
3 42 < 0.1%
 
4 68 < 0.1%
 
5 290 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
28 2 < 0.1%
 
27 17 < 0.1%
 
26 3 < 0.1%
 
24 14 < 0.1%
 
23 245 < 0.1%
 

weapsubtype3_txt
Categorical

Distinct count23
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)119098
Unknown Gun Type
 
290
Knife or Other Sharp Object
 
245
Automatic or Semi-Automatic Rifle
 
230
Other values (19)
 
576
(Missing)
119098
ValueCountFrequency (%) 
Unknown Gun Type 290 < 0.1%
 
Knife or Other Sharp Object 245 < 0.1%
 
Automatic or Semi-Automatic Rifle 230 < 0.1%
 
Arson/Fire 170 < 0.1%
 
Rifle/Shotgun (non-automatic) 68 < 0.1%
 
Molotov Cocktail/Petrol Bomb 66 < 0.1%
 
Blunt Object 43 < 0.1%
 
Handgun 42 < 0.1%
 
Projectile (rockets, mortars, RPGs, etc.) 32 < 0.1%
 
Unknown Explosive Type 29 < 0.1%
 
Other values (12) 126 < 0.1%
 
(Missing) 119098 > 99.9%
 
Max length41
Mean length3.2092
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

weapsubtype4
Highly correlated

This variable is highly correlated with targtype2 and should be ignored for analysis

Correlation1

weapsubtype4_txt
Categorical

Distinct count6
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120433
Unknown Gun Type
 
2
Unknown Weapon Type
 
1
Dynamite/TNT
 
1
Other values (2)
 
2
(Missing)
120433
ValueCountFrequency (%) 
Unknown Gun Type 2 < 0.1%
 
Unknown Weapon Type 1 < 0.1%
 
Dynamite/TNT 1 < 0.1%
 
Automatic or Semi-Automatic Rifle 1 < 0.1%
 
Rifle/Shotgun (non-automatic) 1 < 0.1%
 
(Missing) 120433 > 99.9%
 
Max length33
Mean length3.0009
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

weaptype1
Numeric

Distinct count12
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.4374
Minimum1
Maximum13
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile5
Q15
Median6
Q36
95-th percentile13
Maximum13
Range12
Interquartile range1

Descriptive statistics

Standard deviation2.1287
Coef of variation0.33068
Kurtosis4.4911
Mean6.4374
MAD1.3426
Skewness2.3221
Sum7.7531e+05
Variance4.5314
Memory size941.1 KiB
Histogram
ValueCountFrequency (%) 
6 66413 55.1%
 
5 35185 29.2%
 
13 9686 8.0%
 
8 6016 < 0.1%
 
9 2544 < 0.1%
 
2 235 < 0.1%
 
10 113 < 0.1%
 
11 106 < 0.1%
 
12 84 < 0.1%
 
1 27 < 0.1%
 
Other values (2) 30 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 27 < 0.1%
 
2 235 < 0.1%
 
3 11 < 0.1%
 
5 35185 29.2%
 
6 66413 55.1%
 

Maximum 5 values

ValueCountFrequency (%) 
13 9686 8.0%
 
12 84 < 0.1%
 
11 106 < 0.1%
 
10 113 < 0.1%
 
9 2544 < 0.1%
 

weaptype1_txt
Categorical

Distinct count12
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Explosives
66413
Firearms
35185
Unknown
 
9686
Other values (9)
 
9155
ValueCountFrequency (%) 
Explosives 66413 55.1%
 
Firearms 35185 29.2%
 
Unknown 9686 8.0%
 
Incendiary 6016 < 0.1%
 
Melee 2544 < 0.1%
 
Chemical 235 < 0.1%
 
Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs) 113 < 0.1%
 
Sabotage Equipment 106 < 0.1%
 
Other 84 < 0.1%
 
Biological 27 < 0.1%
 
Other values (2) 30 < 0.1%
 
Max length75
Mean length9.13
Min length5
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

weaptype2
Highly correlated

This variable is highly correlated with weapsubtype2 and should be ignored for analysis

Correlation0.93707

weaptype2_txt
Categorical

Distinct count12
Unique (%)< 0.1%
Missing (%)91.9%
Missing (n)110642
Firearms
 
4177
Incendiary
 
1749
Explosives
 
1654
Other values (8)
 
2217
(Missing)
110642
ValueCountFrequency (%) 
Firearms 4177 < 0.1%
 
Incendiary 1749 < 0.1%
 
Explosives 1654 < 0.1%
 
Melee 1203 < 0.1%
 
Unknown 751 < 0.1%
 
Other 105 < 0.1%
 
Sabotage Equipment 50 < 0.1%
 
Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs) 48 < 0.1%
 
Chemical 44 < 0.1%
 
Fake Weapons 15 < 0.1%
 
(Missing) 110642 91.9%
 
Max length75
Mean length3.4558
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

weaptype3
Highly correlated

This variable is highly correlated with weapsubtype3 and should be ignored for analysis

Correlation0.97232

weaptype3_txt
Categorical

Distinct count11
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)118988
Firearms
 
646
Melee
 
334
Incendiary
 
265
Other values (7)
 
206
(Missing)
118988
ValueCountFrequency (%) 
Firearms 646 < 0.1%
 
Melee 334 < 0.1%
 
Incendiary 265 < 0.1%
 
Explosives 100 < 0.1%
 
Other 37 < 0.1%
 
Unknown 37 < 0.1%
 
Vehicle (not to include vehicle-borne explosives, i.e., car or truck bombs) 14 < 0.1%
 
Sabotage Equipment 7 < 0.1%
 
Chemical 6 < 0.1%
 
Fake Weapons 5 < 0.1%
 
(Missing) 118988 > 99.9%
 
Max length75
Mean length3.0653
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

weaptype4
Highly correlated

This variable is highly correlated with weapsubtype4 and should be ignored for analysis

Correlation0.99355

weaptype4_txt
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)120434
Firearms
 
4
Explosives
 
1
(Missing)
120434
ValueCountFrequency (%) 
Firearms 4 < 0.1%
 
Explosives 1 < 0.1%
 
(Missing) 120434 > 99.9%
 
Max length10
Mean length3.0002
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Correlations

Missing values

Matrix

Matrix

Count

Bar

Heatmap

Heatmap

Dendrogram

Dendrogram

Sample

First rows

addnotesalternativealternative_txtapproxdateattacktype1attacktype1_txtattacktype2attacktype2_txtattacktype3attacktype3_txtcityclaim2claim3claimedclaimmodeclaimmode2claimmode2_txtclaimmode3claimmode3_txtclaimmode_txtcompclaimcorp1corp2corp3countrycountry_txtcrit1crit2crit3dbsourcedivertdoubtterreventidextendedgnamegname2gname3gsubnamegsubname2gsubname3guncertain1guncertain2guncertain3hostkidoutcomehostkidoutcome_txtidayimonthindividualINT_ANYINT_IDEOINT_LOGINT_MISCishostkidiyearkidhijcountrylatitudelocationlongitudemotivemultiplenatlty1natlty1_txtnatlty2natlty2_txtnatlty3natlty3_txtndaysnhostkidnhostkidusnhoursnkillnkillternkillusnperpcapnperpsnreleasednwoundnwoundtenwounduspropcommentpropertypropextentpropextent_txtpropvalueprovstateransomransomamtransomamtusransomnoteransompaidransompaidusregionregion_txtrelatedresolutionscite1scite2scite3specificitysuccesssuicidesummarytarget1target2target3targsubtype1targsubtype1_txttargsubtype2targsubtype2_txttargsubtype3targsubtype3_txttargtype1targtype1_txttargtype2targtype2_txttargtype3targtype3_txtvicinityweapdetailweapsubtype1weapsubtype1_txtweapsubtype2weapsubtype2_txtweapsubtype3weapsubtype3_txtweapsubtype4weapsubtype4_txtweaptype1weaptype1_txtweaptype2weaptype2_txtweaptype3weaptype3_txtweaptype4weaptype4_txt
0NaNNaNNaNNaN3Bombing/ExplosionNaNNaNNaNNaNPorto-VecchioNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN69France111PGISNaN-9.01996010000010Corsican SeparatistsNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN01000000.01996NaN41.591369NaN9.278311NaN1.069.0FranceNaNNaNNaNNaNNaNNaNNaNNaN0.0NaNNaNNaNNaNNaN0.0NaNNaNNaN1NaNNaNNaNCorsica0.0NaNNaNNaNNaNNaN8Western Europe199601000001, 199601000002NaTNaNNaNNaN1.010NaNOFC BldgsNaNNaNNaNNaNNaNNaNNaNNaN1BusinessNaNNaNNaNNaN0Explosive16.0Unknown Explosive TypeNaNNaNNaNNaNNaNNaN6ExplosivesNaNNaNNaNNaNNaNNaN
1NaNNaNNaNNaN3Bombing/ExplosionNaNNaNNaNNaNPorto-VecchioNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN69France111PGISNaN-9.01996010000020Corsican SeparatistsNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN01000000.01996NaN41.591369NaN9.278311NaN1.069.0FranceNaNNaNNaNNaNNaNNaNNaNNaN0.0NaNNaNNaNNaNNaN0.0NaNNaNNaN1NaNNaNNaNCorsica0.0NaNNaNNaNNaNNaN8Western Europe199601000002, 199601000001NaTNaNNaNNaN1.010NaNOFC BldgsNaNNaNNaNNaNNaNNaNNaNNaN1BusinessNaNNaNNaNNaN0Explosive16.0Unknown Explosive TypeNaNNaNNaNNaNNaNNaN6ExplosivesNaNNaNNaNNaNNaNNaN
2NaN1.0Insurgency/Guerilla ActionNaN1AssassinationNaNNaNNaNNaNKarachiNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNGovtNaNNaN153Pakistan110PGISNaN1.01996010100010UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN110-9-9-900.01996NaN24.891115NaN67.143311NaN0.0153.0PakistanNaNNaNNaNNaNNaNNaNNaNNaN4.0NaNNaNNaNNaNNaN0.0NaNNaNNaN0NaNNaNNaNSindh0.0NaNNaNNaNNaNNaN6South AsiaNaNNaTNaNNaNNaN1.010NaNSoldiers and 1 PolicemanNaNNaN34.0Military Personnel (soldiers, troops, officers, forces)NaNNaNNaNNaN4MilitaryNaNNaNNaNNaN0Firearm5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
3NaN1.0Insurgency/Guerilla ActionNaN1AssassinationNaNNaNNaNNaNKarachiNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNGovtNaNNaN153Pakistan110PGISNaN1.01996010100020UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN110-9-9-900.01996NaN24.891115NaN67.143311NaN0.0153.0PakistanNaNNaNNaNNaNNaNNaNNaNNaN1.0NaNNaNNaNNaNNaN0.0NaNNaNNaN0NaNNaNNaNSindh0.0NaNNaNNaNNaNNaN6South AsiaNaNNaTNaNNaNNaN1.010NaNRanger Dost MohammadNaNNaN39.0ParamilitaryNaNNaNNaNNaN4MilitaryNaNNaNNaNNaN0Firearm5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
4NaNNaNNaNNaN2Armed AssaultNaNNaNNaNNaNKarachiNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNUnkNaNNaN153Pakistan111PGISNaN-9.01996010100030UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN110-9-9-900.01996NaN24.891115NaN67.143311NaN0.0153.0PakistanNaNNaNNaNNaNNaNNaNNaNNaN0.0NaNNaNNaNNaNNaN1.0NaNNaNNaN1NaNNaNNaNSindh0.0NaNNaNNaNNaNNaN6South AsiaNaNNaTNaNNaNNaN1.010NaNPassenger TrainNaNNaN100.0Train/Train Tracks/TrolleyNaNNaNNaNNaN19TransportationNaNNaNNaNNaN0Firearm5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
5NaNNaNNaNNaN2Armed AssaultNaNNaNNaNNaNKarachiNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNUnkNaNNaN153Pakistan111PGISNaN-9.01996010100040UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN110-9-9-900.01996NaN24.891115NaN67.143311NaN0.0153.0PakistanNaNNaNNaNNaNNaNNaNNaNNaN5.0NaNNaNNaNNaNNaN1.0NaNNaNNaN1NaNNaNNaNSindh0.0NaNNaNNaNNaNNaN6South AsiaNaNNaTNaNNaNNaN1.010NaNResidenceNaNNaN76.0House/Apartment/ResidenceNaNNaNNaNNaN14Private Citizens & PropertyNaNNaNNaNNaN0Firearm5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
6NaN2.0Other Crime TypeNaN1AssassinationNaNNaNNaNNaNKarachiNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNUnkNaNNaN153Pakistan011PGISNaN1.01996010100050UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN110-9-9-900.01996NaN24.891115NaN67.143311NaN0.0153.0PakistanNaNNaNNaNNaNNaNNaNNaNNaN1.0NaNNaNNaNNaNNaN0.0NaNNaNNaN0NaNNaNNaNSindh0.0NaNNaNNaNNaNNaN6South AsiaNaNNaTNaNNaNNaN1.010NaNu/i maleNaNNaN67.0Unnamed Civilian/UnspecifiedNaNNaNNaNNaN14Private Citizens & PropertyNaNNaNNaNNaN0Firearm5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
7NaN2.0Other Crime TypeNaN1AssassinationNaNNaNNaNNaNKarachiNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNUnkNaNNaN153Pakistan011PGISNaN1.01996010100060UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN110-9-9-900.01996NaN24.891115NaN67.143311NaN0.0153.0PakistanNaNNaNNaNNaNNaNNaNNaNNaN1.0NaNNaNNaNNaNNaN0.0NaNNaNNaN0NaNNaNNaNSindh0.0NaNNaNNaNNaNNaN6South AsiaNaNNaTNaNNaNNaN1.010NaNu/i maleNaNNaN67.0Unnamed Civilian/UnspecifiedNaNNaNNaNNaN14Private Citizens & PropertyNaNNaNNaNNaN0Firearm5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
8NaN2.0Other Crime TypeNaN1AssassinationNaNNaNNaNNaNKarachiNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNUnkNaNNaN153Pakistan011PGISNaN1.01996010100070UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN110-9-9-900.01996NaN24.891115NaN67.143311NaN0.0153.0PakistanNaNNaNNaNNaNNaNNaNNaNNaN1.0NaNNaNNaNNaNNaN0.0NaNNaNNaN0NaNNaNNaNSindh0.0NaNNaNNaNNaNNaN6South AsiaNaNNaTNaNNaNNaN1.010NaNu/i maleNaNNaN67.0Unnamed Civilian/UnspecifiedNaNNaNNaNNaN14Private Citizens & PropertyNaNNaNNaNNaN0Firearm5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
9NaN2.0Other Crime TypeNaN1AssassinationNaNNaNNaNNaNKarachiNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNUnkNaNNaN153Pakistan011PGISNaN1.01996010100080UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN110-9-9-900.01996NaN24.891115NaN67.143311NaN0.0153.0PakistanNaNNaNNaNNaNNaNNaNNaNNaN1.0NaNNaNNaNNaNNaN0.0NaNNaNNaN0NaNNaNNaNSindh0.0NaNNaNNaNNaNNaN6South AsiaNaNNaTNaNNaNNaN1.010NaNu/i maleNaNNaN67.0Unnamed Civilian/UnspecifiedNaNNaNNaNNaN14Private Citizens & PropertyNaNNaNNaNNaN0Firearm5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN

Last rows

addnotesalternativealternative_txtapproxdateattacktype1attacktype1_txtattacktype2attacktype2_txtattacktype3attacktype3_txtcityclaim2claim3claimedclaimmodeclaimmode2claimmode2_txtclaimmode3claimmode3_txtclaimmode_txtcompclaimcorp1corp2corp3countrycountry_txtcrit1crit2crit3dbsourcedivertdoubtterreventidextendedgnamegname2gname3gsubnamegsubname2gsubname3guncertain1guncertain2guncertain3hostkidoutcomehostkidoutcome_txtidayimonthindividualINT_ANYINT_IDEOINT_LOGINT_MISCishostkidiyearkidhijcountrylatitudelocationlongitudemotivemultiplenatlty1natlty1_txtnatlty2natlty2_txtnatlty3natlty3_txtndaysnhostkidnhostkidusnhoursnkillnkillternkillusnperpcapnperpsnreleasednwoundnwoundtenwounduspropcommentpropertypropextentpropextent_txtpropvalueprovstateransomransomamtransomamtusransomnoteransompaidransompaidusregionregion_txtrelatedresolutionscite1scite2scite3specificitysuccesssuicidesummarytarget1target2target3targsubtype1targsubtype1_txttargsubtype2targsubtype2_txttargsubtype3targsubtype3_txttargtype1targtype1_txttargtype2targtype2_txttargtype3targtype3_txtvicinityweapdetailweapsubtype1weapsubtype1_txtweapsubtype2weapsubtype2_txtweapsubtype3weapsubtype3_txtweapsubtype4weapsubtype4_txtweaptype1weaptype1_txtweaptype2weaptype2_txtweaptype3weaptype3_txtweaptype4weaptype4_txt
120429The victims included Senior Police Officer 4 Max Kaibat, Police Officer 3 Jalison Abdullah and Police Officers 1 Archie Ansare Amelista, Ricardo Almonia, Alimodin Nuphay and Zainoden Abdullah. Casualty numbers conflict across sources. Following GTD protocol, the majority reliable estimates are reported here.NaNNaNNaN3Bombing/ExplosionNaNNaNNaNNaNShariff AguakNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNPhilippine National Police (PNP)NaNNaN160Philippines111START Primary CollectionNaN0.02017123100160Bangsamoro Islamic Freedom Movement (BIFM)NaNNaNNaNNaNNaN0.0NaNNaNNaNNaN3112000000.02017NaN6.862806The incident occurred in the Poblacion Mother area of the Tuayan neighborhood.124.443649NaN0.0160.0PhilippinesNaNNaNNaNNaNNaNNaNNaNNaN1.00.00.00.0-99.0NaN5.00.00.0A police vehicle was damaged in this attack.13.0Minor (likely < $1 million)-99.0MaguindanaoNaNNaNNaNNaNNaNNaN5Southeast AsiaNaNNaN"3 dead, scores injured in Mindanao blasts," Manila Times (Philippines), January 2, 2018."Cop, 2 others killed in bomb blasts in Mindanao," Philippines Daily Inquirer, January 1, 2018."Cop killed, 7 injured in Maguindanao IED blasts," Philippine Star, January 1, 2018.1.01012/31/2017: A roadside bomb detonated targeting a police vehicle in Poblacion Mother, Tuayan, Shariff Aguak, Maguindanao, Philippines. A police officer was killed and five others were injured in the blast. No group claimed responsibility for the incident; however, sources attributed the attack to the Bangsamoro Islamic Freedom Movement (BIFM).PatrolNaNNaN23.0Police Patrol (including vehicles and convoys)NaNNaNNaNNaN3PoliceNaNNaNNaNNaN0A roadside bomb was used in the attack.16.0Unknown Explosive TypeNaNNaNNaNNaNNaNNaN6ExplosivesNaNNaNNaNNaNNaNNaN
120430NaNNaNNaNNaN7Facility/Infrastructure AttackNaNNaNNaNNaNSpinetoliNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNUnknownNaNNaN98Italy111START Primary CollectionNaN0.02017123100170UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN31120-9-9-900.02017NaN42.888982The incident occurred in the Ascoli Piceno district.13.772795The specific motive is unknown; however, sources noted that the targeted building housed migrants.0.098.0ItalyNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.00.0-99.0NaN0.00.00.0A migrants' center was damaged in this attack.14.0Unknown-99.0MarcheNaNNaNNaNNaNNaNNaN8Western EuropeNaNNaN"Arson attack probed as racial crime," Ansa.it, January 2, 2018."Ascoli, a building destined for migrants goes to fire: arson," Corriere della Sera website, Milan, January 2, 2018.NaN1.01012/31/2017: Assailants set fire to a migrants' center in Spinetoli, Marche, Italy. There were no reported casualties. No group claimed responsibility for the incident.Migrant CenterNaNNaN65.0Refugee (including Camps/IDP/Asylum Seekers)NaNNaNNaNNaN14Private Citizens & PropertyNaNNaNNaNNaN0NaN18.0Arson/FireNaNNaNNaNNaNNaNNaN8IncendiaryNaNNaNNaNNaNNaNNaN
120431NaNNaNNaNNaN2Armed AssaultNaNNaNNaNNaNKohistan districtNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNational Uprising Movement (NUM)NaNNaN4Afghanistan111START Primary CollectionNaN0.02017123100180TalibanNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN3112000000.02017NaN35.315467NaN64.815508The specific motive is unknown; however, sources stated that the Taliban had warned one of the victims against collaborating with the government.0.04.0AfghanistanNaNNaNNaNNaNNaNNaNNaNNaN6.00.00.00.0-99.0NaN0.00.00.0NaN0NaNNaNNaNFaryabNaNNaNNaNNaNNaNNaN6South AsiaNaNNaN"Six Members Of One Family Shot Dead In Faryab," Tolo News, January 1, 2018."Highlights: Pakistan Pashto Press 02 January 2018," Summary, January 2, 2018.NaN3.01012/31/2017: Assailants attacked the house of a public uprising member in Kohistan district, Faryab, Afghanistan. Six relatives of the uprising member were killed in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to the Taliban.House of MemberNaNNaN94.0Non-State MilitiaNaNNaNNaNNaN17Terrorists/Non-State MilitiaNaNNaNNaNNaN0NaN5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
120432NaNNaNNaNNaN6Hostage Taking (Kidnapping)NaNNaNNaNNaNHungrumNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNC Hills Autonomous CouncilNaNNaN92India111START Primary CollectionNaN0.02017123100190Zeliangrong United FrontNaNNaNNaNNaNNaN0.0NaNNaN5.0Successful Rescue3112000001.02017NaN25.180162The incident occurred in the Dima Hasao district, near the border with Manipur.93.015788NaN0.092.0IndiaNaNNaNNaNNaNNaN1.00.014.00.00.00.00.0-99.01.00.00.00.0NaN0NaNNaNNaNAssam0.0NaNNaNNaNNaNNaN6South AsiaNaNNaN"Abducted PSO rescued within 11 hours," The Sentinel, January 1, 2018.NaNNaN2.01012/31/2017: Assailants abducted Prafulla Phukan, a personal security officer (PSO), from Hungrum, Assam, India. Phukan was rescued by security forces the following morning. No group claimed responsibility for the incident; however, sources attributed the attack to the Zeliangrong United Front.Personal Security Officer of Council Member Ihuing Pame: Prafulla PhukanNaNNaN15.0Politician or Political Party Movement/Meeting/RallyNaNNaNNaNNaN2Government (General)NaNNaNNaNNaN0A 9-mm carbine rifle was used in the attack.2.0Automatic or Semi-Automatic RifleNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
120433NaNNaNNaNNaN3Bombing/ExplosionNaNNaNNaNNaNMaymanaNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNUnknownNaNNaN4Afghanistan111START Primary CollectionNaN0.02017123100200UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN31120-9-9-900.02017NaN35.921051NaN64.774544NaN0.04.0AfghanistanNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.00.0-99.0NaN4.00.00.0A shop was damaged in this attack.13.0Minor (likely < $1 million)-99.0FaryabNaNNaNNaNNaNNaNNaN6South AsiaNaNNaN"4 people injured in Farayb explosion," Pajhwok Afghan News, December 31, 2017.NaNNaN1.01012/31/2017: An explosive device detonated at a jewelry shop in Maymana, Faryab, Afghanistan. Four people were injured in the blast. No group claimed responsibility for the incident.Jewelry ShopNaNNaN7.0Retail/Grocery/BakeryNaNNaNNaNNaN1BusinessNaNNaNNaNNaN0NaN16.0Unknown Explosive TypeNaNNaNNaNNaNNaNNaN6ExplosivesNaNNaNNaNNaNNaNNaN
120434NaN1.0Insurgency/Guerilla ActionNaN2Armed AssaultNaNNaNNaNNaNCeelka GeelowNaNNaN1.010.0NaNNaNNaNNaNUnknownNaNSomali National Army (SNA)NaNNaN182Somalia110START Primary CollectionNaN1.02017123100220Al-ShabaabNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN3112000000.02017NaN2.359673The incident occurred near the town of Balcad.45.385034NaN0.0182.0SomaliaNaNNaNNaNNaNNaNNaNNaNNaN1.00.00.00.0-99.0NaN2.00.00.0NaN-9NaNNaNNaNMiddle ShebelleNaNNaNNaNNaNNaNNaN11Sub-Saharan AfricaNaNNaN"Somalia: Al-Shabaab Militants Attack Army Checkpoint in Middle Shabeelle Region," Hiiraan Online, January 1, 2018."Highlights: Somalia Daily Media Highlights 2 January 2018," Summary, January 3, 2018."Highlights: Somalia Daily Media Highlights 1 January 2018," Summary, January 2, 2018.2.01012/31/2017: Assailants opened fire on a Somali National Army (SNA) checkpoint in Ceelka Geelow, Middle Shebelle, Somalia. At least one soldier was killed and two soldiers were injured in the ensuing clash. Al-Shabaab claimed responsibility for the attack.CheckpointNaNNaN36.0Military CheckpointNaNNaNNaNNaN4MilitaryNaNNaNNaNNaN0NaN5.0Unknown Gun TypeNaNNaNNaNNaNNaNNaN5FirearmsNaNNaNNaNNaNNaNNaN
120435NaN1.0Insurgency/Guerilla ActionNaN3Bombing/ExplosionNaNNaNNaNNaNJablehNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNRussian Air ForceNaNNaN200Syria110START Primary CollectionNaN1.02017123100290Muslim extremistsNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN311201-9-910.02017NaN35.407278The incident occurred at the Humaymim Airport.35.942679NaN0.0167.0RussiaNaNNaNNaNNaNNaNNaNNaNNaN2.00.00.00.0-99.0NaN7.00.00.0Seven military planes were damaged in this attack.14.0Unknown-99.0LattakiaNaNNaNNaNNaNNaNNaN10Middle East & North AfricaNaNNaN"Putin's 'victory' in Syria has turned into a farce - Turchynov," MENA English (Middle East and North Africa Financial Network), January 5, 2018."Two Russian soldiers killed at Hmeymim base in Syria," Ansamed, January 4, 2018."Two Russian servicemen killed in Syria mortar attack," Turkish Daily, January 4, 2018.1.01012/31/2017: Assailants launched mortars at the Hmeymim Air Base in Jableh, Lattakia, Syria. Two Russian soldiers were killed and ten people were injured in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to Muslim extremists.Hmeymim Air BaseNaNNaN27.0Military Barracks/Base/Headquarters/CheckpostNaNNaNNaNNaN4MilitaryNaNNaNNaNNaN1Mortars were used in the attack.11.0Projectile (rockets, mortars, RPGs, etc.)NaNNaNNaNNaNNaNNaN6ExplosivesNaNNaNNaNNaNNaNNaN
120436NaNNaNNaNNaN7Facility/Infrastructure AttackNaNNaNNaNNaNKubentogNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNot ApplicableNaNNaN160Philippines111START Primary CollectionNaN0.02017123100300Bangsamoro Islamic Freedom Movement (BIFM)NaNNaNNaNNaNNaN0.0NaNNaNNaNNaN3112000000.02017NaN6.900742The incident occurred in the Datu Hoffer district.124.437908NaN0.0160.0PhilippinesNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.00.0-99.0NaN0.00.00.0Houses were damaged in this attack.14.0Unknown-99.0MaguindanaoNaNNaNNaNNaNNaNNaN5Southeast AsiaNaNNaN"Maguindanao clashes trap tribe members," Philippines Daily Inquirer, January 3, 2018.NaNNaN2.01012/31/2017: Assailants set fire to houses in Kubentog, Datu Hoffer, Maguindanao, Philippines. There were no reported casualties in the attack. No group claimed responsibility for the incident; however, sources attributed the attack to the Bangsamoro Islamic Freedom Movement (BIFM).HousesNaNNaN76.0House/Apartment/ResidenceNaNNaNNaNNaN14Private Citizens & PropertyNaNNaNNaNNaN0NaN18.0Arson/FireNaNNaNNaNNaNNaNNaN8IncendiaryNaNNaNNaNNaNNaNNaN
120437NaNNaNNaNNaN3Bombing/ExplosionNaNNaNNaNNaNImphalNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNForest Department ManipurNaNNaN92India111START Primary CollectionNaN0.02017123100310UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN31120-9-9-900.02017NaN24.798346The incident occurred in the Mantripukhri neighborhood.93.940430NaN0.092.0IndiaNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.00.0-99.0NaN0.00.00.0NaN-9NaNNaNNaNManipurNaNNaNNaNNaNNaNNaN6South AsiaNaNNaN"Trader escapes grenade attack in Imphal," Business Standard India, January 3, 2018.NaNNaN1.00012/31/2017: Assailants threw a grenade at a Forest Department office in Mantripukhri neighborhood, Imphal, Manipur, India. No casualties were reported in the blast. No group claimed responsibility for the incident.OfficeNaNNaN21.0Government Building/Facility/OfficeNaNNaNNaNNaN2Government (General)NaNNaNNaNNaN0A thrown grenade was used in the attack.7.0GrenadeNaNNaNNaNNaNNaNNaN6ExplosivesNaNNaNNaNNaNNaNNaN
120438NaNNaNNaNNaN3Bombing/ExplosionNaNNaNNaNNaNCotabato CityNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNUnknownNaNNaN160Philippines111START Primary CollectionNaN0.02017123100320UnknownNaNNaNNaNNaNNaN0.0NaNNaNNaNNaN31120-9-9-900.02017NaN7.209594NaN124.241966NaN0.0160.0PhilippinesNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.00.0-99.0NaN0.00.00.0NaN0NaNNaNNaNMaguindanaoNaNNaNNaNNaNNaNNaN5Southeast AsiaNaNNaN"Security tightened in Cotabato following IED discovery," Tempo, January 4, 2018."Security tightened in Cotabato City," Manila Bulletin, January 3, 2018.NaN1.00012/31/2017: An explosive device was discovered and defused at a plaza in Cotabato City, Maguindanao, Philippines. No group claimed responsibility for the incident.UnknownNaNNaNNaNNaNNaNNaNNaNNaN20UnknownNaNNaNNaNNaN0An explosive device containing a detonating cord, a battery, and a blasting cap was used in the attack.16.0Unknown Explosive TypeNaNNaNNaNNaNNaNNaN6ExplosivesNaNNaNNaNNaNNaNNaN